Posted by Nari Yoon, Hee Jung, DevRel Community Manager / Soonson Kwon, DevRel Program Manager
Let’s explore highlights and accomplishments of vast Google Machine Learning communities over the first quarter of the year! We are enthusiastic and grateful about all the activities that the communities across the globe do. Here are the highlights!
ML Ecosystem Campaign Highlights
ML Olympiad is an associated Kaggle Community Competitions hosted by Machine Learning Google Developers Experts (ML GDEs) or TensorFlow User Groups (TFUGs) sponsored by Google. The first round was hosted from January to March, suggesting solving critical problems of our time. Competition highlights include Autism Prediction Challenge, Arabic_Poems, Hausa Sentiment Analysis, Quality Education, Good Health and Well Being. Thank you TFUG Saudi, New York, Guatemala, São Paulo, Pune, Mysuru, Chennai, Bauchi, Casablanca, Agadir, Ibadan, Abidjan, Malaysia and ML GDE Ruqiya Bin Safi, Vinicius Fernandes Caridá, Yogesh Kulkarni, Mohammed buallay, Sayed Ali Alkamel, Yannick Serge Obam, Elyes Manai, Thierno Ibrahima DIOP, Poo Kuan Hoong for hosting ML Olympiad!
Highlights and Achievements of ML Communities
TFUG organizer Ali Mustufa Shaikh (TFUG Mumbai) and Rishit Dagli won the TensorFlow Community Spotlight award (paper and code). This project was supported by provided Google Cloud credit.
ML GDE Ngoc Ba (Vietnam) posted MTet: Multi-domain Translation for English and Vietnamese. This project is about how to collect high quality data and train a state-of-the-art neural machine translation model for Vietnamese. And it utilized Google Cloud TPU, Cloud Storage and related GCP products for faster training.
ML GDE Margaret Maynard-Reid (USA), Nived P A, and Joel Shor posted Our Summer of Code Project on TF-GAN. This article describes enhancements made to the TensorFlow GAN library (TF-GAN) of the last summer.
ML GDE Aakash Nain (India) released a series of tutorials about building models in JAX. In the second tutorial, Aakash uses one of the most famous and most widely used high-level libraries for Jax to build a classifier. In the notebook, you will be taking a deep dive into Flax, too.
ML GDE Bhavesh Bhatt (India) built a model for braille to audio with 95% accuracy. He created a model that translates braille to text and audio, lending a helping hand to people with visual disabilities.
Posted by Janelle Kuhlman, Developer Relations Program Manager
Cloud GDE Danielle Monteiro seeks to introduce more women and underrepresented people to data and the Cloud
For Women’s History Month, we’re celebrating a few of our Google Developer Experts. Meet Danielle Monteiro, Cloud GDE.
“There are few Black women working with data,” says Cloud GDE Danielle Monteiro, who works full-time as a Cloud Solutions Architect - Data & Artificial Intelligence at Microsoft in São Paulo, Brazil. “Being a Black woman working with data and recognized by Google is a very important recognition, and it helps me bring possibilities to women who share the same origin as me.”
In her almost 20 years of experience in technology, Danielle has worked as a developer, a Database Administrator, a Data Architect, and a Data Engineer, and is now a Cloud Solutions Architect. She holds a Master’s degree in Computer Engineering and is a Microsoft Regional Director, a Microsoft #MVP, and a Microsoft Innovative Educator Expert. She gives frequent talks and has designed multiple courses and tutorials because she believes it’s important to share technical knowledge with as many women as possible. “We have openings in technology; we have wonderful technologies, but we lack people with this knowledge,” she says. “I believe that technology, combined with shared knowledge and empathy, will change the world.”
In 2019, Danielle was the first Brazilian woman to speak at MongoDB World, was honored with a MongoDB innovation award and named a MongoDB Female Innovator. She has recorded three courses for LinkedIn Learning. Danielle also created the DANI Academy platform to help developers and database administrators deploy, optimize, and propose complex data architectures. Her DB4Beginners.com blog helps beginner developers model and query relational and NoSQL databases. She also participates in communities including Databases-SP, woMakersCode, .NET-SP, and BlackRocks. Currently, Danielle is in the midst of a project focused on inviting people from underrepresented groups to work with data and the Cloud. “I love working with data and the Cloud,” Danielle says. “I believe that I can share my knowledge and bring more and more women to an incredible area.”
Google Cloud has helped her in her work and personal projects, and being a GDE has allowed her to dive deeper into the product. “Believe me, this support is essential,” she says. “I believe in the union of a great company and my ideas of sharing and mirroring knowledge to other women. It’s an honor to be a GDE.”
The Google Developers Experts program is a global network of highly experienced technology experts, influencers, and thought leaders who actively support developers, companies, and tech communities by speaking at events and publishing content.
For Women’s History Month, we’re celebrating a few of our Google Developer Experts. Meet Annyce Davis, Android GDE and Vice President of Engineering at Meetup.
When Annyce Davis first started learning about Android development, she was fascinated by the ability to create applications for a device that she carried around in her purse. “The ecosystem was young, and it was full of opportunities and challenges,” she says. “I could finally show my friends and family what I worked on every day!”
She says the fact that Android developers support multiple form factors and devices makes Android development fun and challenging. “Something that works on one type of Android device doesn't necessarily work on another,” she says. “Being able to have the patience to work through the nuances makes it a challenging career.”
In the course of her career, Annyce has had the opportunity to develop Android applications across multiple form factors and in various contexts. She has designed applications for Android TV and tablets focused on video streaming. At another point in her career, she was designing for low-end devices with limited internet connectivity. “In each of the circumstances, I'm able to use specific aspects of the Android platform to get the job done,” she says. “I love that I get to develop applications used by millions of people around the world. I also appreciate being a part of the constant evolution of the Android ecosystem.”
She has taught thousands of people about Android development through blog posts, Meetup events, and conference talks. In her current professional role as the Vice President of Engineering at Meetup, Annyce says Android gives organizations flexibility, numerous resources, and community support. “As Android has evolved, it's becoming easier to learn and develop for,” she says. “Additionally, the community support is unmatched. You have numerous resources that you can avail yourself of to get help when needed.”
When Annyce reflects upon her career, she says she wishes she had been braver about asking questions. She advises other women developers to be confident about asking for help or information and to be unafraid to make mistakes. “I experienced the most growth in my career when I was willing to put myself out there and just ask,” she says. “Being vulnerable and reaching out to others helped me to accelerate my growth. Grow your network and don't be afraid to ask for help.”
Follow Annyce on Twitter at @brwngrldev | Learn more about Annyce on LinkedIn.
The Google Developers Experts program is a global network of highly experienced technology experts, influencers, and thought leaders who actively support developers, companies, and tech communities by speaking at events and publishing content.
Posted by HyeJung Lee, DevRel Community Manager and Soonson Kwon, DevRel Program Manager
Let’s explore highlights and achievements of vast Google Machine Learning communities over the last quarter of last year! We are excited and grateful about all the activities that the communities across the globe do.
On Dec 12th, ML GDE Paolo Galeone started to solve puzzles of the Advent of Code series using “pure TensorFlow” (without any other library). His solution has been updated in a series of 12 on his blog. He explained how he designed the solutions, how he implemented them, and - when needed - focused on some TensorFlow features not widely used. (Day 1, Day 2, Day 3, Day 4, Day 5, Day 6, Day 7, Day 8, Day 9, Day 10, Day 11, Day 12, Wrap up)
TFUG organizer Ali Mustufa Shaikh and Rishit Dagli released “CPPE-5: Medical Personal Protective Equipment Dataset” (paper, code). This paper got featured on Google Research TRC's publication section on January 5, 2022.
ML GDE Elyes Manai from Tunisia wrote an article “The ability to change people’s lives and leave one’s mark“. Are you facing difficulties growing in constrained environments? And do you think you're not a first-class student and you don't have connections in the industry? Then, check out Elyes’s story. He shared how Google helped him accelerate his impact.
Annotated Research Papers by ML GDE Aakash Kumar Nain (India) is an effort to make papers more accessible to a wider community. It also supports the web version and includes papers from Google Research and etc. This repository is popular enough to have a +2k star and a +200 fork.
ML DevFest 2021 by GDG Cloud San Francisco. There are 5 sessions that walk you through framing ML problems, researching ML, building proofs of concepts using existing ML APIs and models, building ML pipelines and etc. ML GDE Vikram Tiwari (USA) presented Vertex, ML Ops and GCP.
Krupal Modi (India)’s blog article and #IamaGDE video shares how he’s been leading the machine learning initiatives at Haptik, a conversational AI platform, and how the team paired with the Indian Government and WhatsApp to build a COVID-19 helpline.
Leigh Johnson from USA is the founder of Print Nanny, an automated failure detection system and monitoring system for 3D printers. Meet Leigh in this blog and video!
We are happy to announce ML Olympiad, an associated Kaggle Community Competitions hosted by Machine Learning Google Developer Experts (ML GDE) and TensorFlow User Group (TFUG).
Kaggle recently announced "Community Competitions" allowing anyone to create and host a competition at no cost. And our proud members of ML communities decided to dive in and take advantage of the feature to solve critical issues of our time, providing opportunities to train developers.
Why the ML Olympiad?
To train ML for developers leveraging Kaggle’s community competition. This is an opportunity for the participants to practice ML. This is the first 2022 global campaign of the ML Ecosystem team and this helps build stronger communities.
Competition will be focused on the Enem (National High School Examination) data. Competitors will have to create models to predict student scores in multiple tests.
Hosts: Vinicius Fernandes Caridá (ML GDE), Pedro Gengo, Alex Fernandes Mansano / Tensorflow User Group São Paulo
The aim of this competition is to build a multi-class classification model capable of accurately predicting the most suitable driver for one or several given orders based on the destination of the order and the paths covered by the deliverers.
Google Developers support ML Olympiad by providing swag for top 3 winners of each competition. Find your interest among the competitions, join/share them, and get your part of the swag for competition winners!
Welcome to #IamaGDE - a series of spotlights presenting Google Developer Experts (GDEs) from across the globe. Discover their stories, passions, and highlights of their community work.
Gaston Saillen started coding for fun, making apps for his friends. About seven years ago, he began working full-time as an Android developer for startups. He built a bunch of apps—and then someone gave him an idea for an app that has had a broad social impact in his local community. Now, he is a senior Android developer at Distillery.
Meet Gaston Saillen, Google Developer Expert in Android and Firebase.
Building the Uh-LaLa! app
After seven years of building apps for startups, Gaston visited a local food delivery truck to pick up dinner, and the server asked him, “Why don’t you do a food delivery app for the town, since you are an Android developer? We don’t have any food delivery apps here, but in the big city, there are tons of them.”
The food truck proprietor added that he was new in town and needed a tool to boost his sales. Gaston was up for the challenge and created a straightforward delivery app for local Cordoba restaurants he named Uh-Lala! Restaurants configure the app themselves, and there’s no app fee. “My plan was to deliver this service to this community and start making some progress on the technology that they use for delivery,” says Gaston. “And after that, a lot of other food delivery services started using the app.”
The base app is built similarly to food delivery apps for bigger companies. Gaston built it for Cordoba restaurants first, after several months of development, and it’s still the only food delivery app in town. When he released the app, it immediately got traction, with people placing orders. His friends joined, and the app expanded. “I’ve made a lot of apps as an Android engineer, but this is the first time I’ve made one that had such an impact on my community.”
He had to figure out how to deliver real-time notifications that food was ready for delivery. “That was a little tough at first, but then I got to know more about all the backend functions and everything, and that opened up a lot of new features.”
He also had to educate two groups of users: Restaurant owners need to know how to input their data into the app, and customers had to change their habit of using their phones for calls instead of apps.
Gaston says seeing people using the app is rewarding because he feels like he’s helping his community.“All of a sudden, nearby towns started using Uh-LaLa!, and I didn't expect it to grow that big, and it helped those communities.”
During the COVID-19 pandemic, many restaurants struggled to maintain their sales numbers. A local pub owner ran a promotion through Instagram to use the Uh-Lala! App for ten percent off, and their sales returned to pre-COVID levels. “That is a success story. They were really happy about the app.”
Becoming a GDE
Gaston has been a GDE for seven years. When he was working on his last startup, he found himself regularly answering questions about Android development and Firebase on StackOverflow and creating developer content in the form of blog posts and YouTube videos. When he learned about the GDE program, it seemed like a perfect way to continue to contribute his Android development knowledge to an even broader developer community. Once he was selected, he continued writing blog posts and making videos—and now, they reach a broader audience.
“I created a course on Udemy that I keep updated, and I’m still writing the blog posts,” he says. “We also started the GDG here in Cordoba, and we try to have a new talk every month.”
Gaston enjoys the GDE community and sharing his ideas about Firebase and Android with other developers. He and several fellow Firebase developers started a WhatsApp group to chat about Firebase. “I enjoy being a Google Developer Expert because I can meet members of the community that do the same things that I do. It’s a really nice way to keep improving my skills and meet other people who also contribute and make videos and blogs about what I love: Android.”
The Android platform provides developers with state-of-the art tools to build apps for user. Firebase allows developers to accelerate and scale app development without managing infrastructure; release apps and monitor their performance and stability; and boost engagement with analytics, A/B testing, and messaging campaigns.
Future plans
Gaston looks forward to developing Uh-La-La further and building more apps, like a coworking space reservation app that would show users the hours and locations of nearby coworking spaces and allow them to reserve a space at a certain time. He is also busy as an Android developer with Distillery.
Gaston’s advice to future developers
“Keep moving forward. Any adversity that you will be having in your career will be part of your learning, so the more that you find problems and solve them, the more that you will learn and progress in your career.”
Posted by Alicja Heisig, Developer Relations Program Manager
Welcome to #IamaGDE - a series of spotlights presenting Google Developer Experts (GDEs) from across the globe. Discover their stories, passions, and highlights of their community work.
Gaston Saillen started coding for fun, making apps for his friends. About seven years ago, he began working full-time as an Android developer for startups. He built a bunch of apps—and then someone gave him an idea for an app that has had a broad social impact in his local community. Now, he is a senior Android developer at Distillery.
Meet Gaston Saillen, Google Developer Expert in Android and Firebase.
Building the Uh-LaLa! app
After seven years of building apps for startups, Gaston visited a local food delivery truck to pick up dinner, and the server asked him, “Why don’t you do a food delivery app for the town, since you are an Android developer? We don’t have any food delivery apps here, but in the big city, there are tons of them.”
The food truck proprietor added that he was new in town and needed a tool to boost his sales. Gaston was up for the challenge and created a straightforward delivery app for local Cordoba restaurants he named Uh-Lala! Restaurants configure the app themselves, and there’s no app fee. “My plan was to deliver this service to this community and start making some progress on the technology that they use for delivery,” says Gaston. “And after that, a lot of other food delivery services started using the app.”
The base app is built similarly to food delivery apps for bigger companies. Gaston built it for Cordoba restaurants first, after several months of development, and it’s still the only food delivery app in town. When he released the app, it immediately got traction, with people placing orders. His friends joined, and the app expanded. “I’ve made a lot of apps as an Android engineer, but this is the first time I’ve made one that had such an impact on my community.”
He had to figure out how to deliver real-time notifications that food was ready for delivery. “That was a little tough at first, but then I got to know more about all the backend functions and everything, and that opened up a lot of new features.”
He also had to educate two groups of users: Restaurant owners need to know how to input their data into the app, and customers had to change their habit of using their phones for calls instead of apps.
Gaston says seeing people using the app is rewarding because he feels like he’s helping his community.“All of a sudden, nearby towns started using Uh-LaLa!, and I didn't expect it to grow that big, and it helped those communities.”
During the COVID-19 pandemic, many restaurants struggled to maintain their sales numbers. A local pub owner ran a promotion through Instagram to use the Uh-Lala! App for ten percent off, and their sales returned to pre-COVID levels. “That is a success story. They were really happy about the app.”
Becoming a GDE
Gaston has been a GDE for seven years. When he was working on his last startup, he found himself regularly answering questions about Android development and Firebase on StackOverflow and creating developer content in the form of blog posts and YouTube videos. When he learned about the GDE program, it seemed like a perfect way to continue to contribute his Android development knowledge to an even broader developer community. Once he was selected, he continued writing blog posts and making videos—and now, they reach a broader audience.
“I created a course on Udemy that I keep updated, and I’m still writing the blog posts,” he says. “We also started the GDG here in Cordoba, and we try to have a new talk every month.”
Gaston enjoys the GDE community and sharing his ideas about Firebase and Android with other developers. He and several fellow Firebase developers started a WhatsApp group to chat about Firebase. “I enjoy being a Google Developer Expert because I can meet members of the community that do the same things that I do. It’s a really nice way to keep improving my skills and meet other people who also contribute and make videos and blogs about what I love: Android.”
The Android platform provides developers with state-of-the art tools to build apps for user. Firebase allows developers to accelerate and scale app development without managing infrastructure; release apps and monitor their performance and stability; and boost engagement with analytics, A/B testing, and messaging campaigns.
Future plans
Gaston looks forward to developing Uh-La-La further and building more apps, like a coworking space reservation app that would show users the hours and locations of nearby coworking spaces and allow them to reserve a space at a certain time. He is also busy as an Android developer with Distillery.
Gaston’s advice to future developers
“Keep moving forward. Any adversity that you will be having in your career will be part of your learning, so the more that you find problems and solve them, the more that you will learn and progress in your career.”
Welcome to #IamaGDE - a series of spotlights presenting Google Developer Experts (GDEs) from across the globe. Discover their stories, passions, and highlights of their community work.
Evelyn Mendes, the first transgender Google Developer Expert, is based in Porto Alegre, Brazil, and has worked in technology since 2002. “I've always loved technology!” she exclaims, flashing a dazzling smile. As a transgender woman, Evelyn faced discrimination in the tech world in Brazil and relied on her friends for emotional support and even housing and food, as she fought for a job in technology. Her excruciating journey has made her a tireless advocate for diversity, equity, and inclusion (DEI), as she works toward her vision of a world of empathy, acceptance, and love.
Meet Evelyn Mendes, Google Developer Expert in Firebase
Current professional role
Evelyn works in systems analysis and development and currently focuses on Angular, Flutter, and Firebase. “I believe they are technologies with frame frameworks and architectures that have a lot to offer,” she says.
As an architecture consultant and specialist software engineer at Bemol Digital, Evelyn manages development teams that work with many different technologies and led Bimol Digital, through the process of switching their mobile app, originally developed in React Native, to Flutter. Now, Evelyn supports the migration of all Bimol Digital’s mobile development to Flutter. “Today, all of our new mobile projects are developed in Flutter,” she says. “I’m responsible for the architecture. I'm a PO and a Scrum Master, but I also enjoy teamwork, and I love helping the team work better, more efficiently, and most importantly, enjoy their work!”
DEI Advocacy
Evelyn’s kindness toward others is reflected in her advocacy for diversity, equity, and inclusion (DEI) in the IT and tech world. She takes a broad approach to diversity, advocating for safe spaces in technology for mothers, women in technology, Black founders, immigrants, and Native Brazilians to learn. “Diversity and inclusion are not just values or attitudes to me; they are a part of who I am: my life, my struggles,” she says.
Evelyn views technology as a way to help underrepresented groups achieve more, feel empowered, and change their own lives. “Technology will give you a better shot to fight for a better life,” she says. “I want to bring more trans people to technology, so that they have real chances to continue evolving in their professional lives.”
When Evelyn came out as transgender, she experienced intolerance that kept her out of the workforce for over a year, despite her innumerable skills. “Brazil, especially the southern part where I’m from, is still, unfortunately, not a very tolerant society,” she says. “Due to who I was, I wasn’t able to find a job for over a year, because people didn’t want to work with someone who is transgender.”
Evelyn was fortunate enough to have friends who supported her financially (there were times when she didn’t even have enough money to buy food) and mentally, helping her believe she could be true to herself and find happiness. She encourages others in her position to seek financial and emotional independence. “In terms of your emotional wellbeing, I’d recommend starting with identifying the abusive relationships around you, which can come from different sides, even from your family,” she says. “Try distancing yourself from them and those who hurt you. This will help you in your evolution.”
Evelyn recommends trans people in Brazil connect with groups like EducaTransforma, which teaches technology to trans people, and TransEmpregos, which helps trans people to enter the labor market. For trans and cis women in Brazil, Aduaciosa Oficial facilitates networking (tech 101 for women, classic dev community, meetups workshops), and B2Mamy supports women’s entrepreneurship.
Evelyn often speaks to companies about diversity in IT and how to be welcoming to women, LGBTQIA+ people, and other underrepresented groups. “I like it because I see that more and more companies are interested in the subject, and I think I can be a voice that has never been heard,” Evelyn says. “I support inclusive events, and when invited, I participate in lectures, because I know that a trans woman, on a stage where only white, ‘straight,’ cis people are normally seen, makes a lot of difference for many people, especially LGBTs.”
At BrazilJS 2017, Evelyn invited every woman at the event to join her on stage for a photo, to show how many women are involved in technology and that women are integral to events. She called her fellow speakers and attendees, as well as the event’s caterers, cleaners, and security personnel to the stage and said, “Look at the stage. Now, no one can say there aren’t any women in tech.”
At her current company, Evelyn approaches diversity as a positive and transformative thing. “I know that I make a difference just with my presence, because people usually know my story.”
In addition to her technology work, Evelyn is involved in the Transdiálogos project, which aims to train professionals to end discrimination in health services. She is also part of TransEnem in Porto Alegre, an EJA-type prep course to help trans people go to college. “I don't miss the chance to fight for diversity and inclusion anywhere,” Evelyn says. “That's what my life is. This is my fight; that's who I am; that's why I'm here.”
Learning Firebase
Evelyn said she was drawn to Firebase because “Firebase is all about diversity. For poor, remote areas in Brazil, without WiFi or broadband, Firebase gives people with limited resources a reasonable stack to build with and deploy something to the world. Firebase uses basic HTML, is low code, and is free, so it’s for everyone. Plus, it’s easy to get familiar with the technology, as opposed to learning Java or Android.”
To demonstrate all the functionality and features that Firebase offers, Evelyn created a mobile conversation application that she often shows at events. “Many people see Firebase as just a NoSql database,” she says. “They don't know the real power that it can actually offer. With that in mind, I tried to put in it all the features I thought people could use: Authentication, Storage, Realtime Database with Data Denormalization, Hosting, Cloud Functions, Firebase Analytics, and Cloud Firestore.”
Users can send images and messages through the app. A user can take a picture, resize, and send it, and it will be saved in Storage. Before going to the timeline, messages go through a sanitization process, where Evelyn removes certain words and indexes them on a list called bad_words in the Realtime Database. Timeline messages are also stored in Realtime. Users can like and comment on messages and talk privately. Sanitization is done by Cloud Functions, in database triggers, which also denormalizes messages in lists dedicated to each context. For example, all the messages a user sends, besides going to the main list that would be the timeline, go to a list of messages the user sent. Another denormalization is a list of messages that contain images and those that only contain text, for quick search within the Realtime Database. Users can also delete and edit messages. Using some rules Evelyn created in Cloud Firestore, she can manage what people will or will not see inside the app, in real time. Here’s the source code for the project. “I usually show it happening live and in color at events, with Firebase Analytics,” Evelyn says. “I also know where people are logging in, and I can show this working in the dashboard, also in real time.”
Becoming a GDE
When Evelyn first started learning Firebase, she also began creating educational content on how to use it, based on everything she was learning herself—first articles, then video tutorials. At first, she didn’t want to show her face in her videos because she was afraid she wasn’t good enough and felt embarrassed about every little silly mistake she made, but as she gained confidence, she started giving talks and lectures. Now, Evelyn maintains her own website and YouTube channel, where she saves all her video tutorials and other projects.
Her expertise caught the attention of Google’s Developer Relations team, who invited Evelyn to apply to be a GDE. “At first, I was scared to death, also because I didn't speak any English,” Evelyn recalls. “It took me quite some time, but finally I took a leap of faith, and it worked! And today, #IamaGDE!”
As a GDE, Evelyn loves meeting people from around the world who share her passion for technology and appreciates the fact that her GDE expertise has allowed her to share her knowledge in remote areas. “The program has helped me to grow a lot, both personally and professionally,” she adds. “I learned a lot and continue learning, by attending many events, conferences, and meetups.”
Evelyn’s advice to anyone hoping to become a GDE
“Be a GDE before officially becoming one! Participating in this program is a recognition of what you have already been doing: your knowledge, expertise, and accomplishments, so keep learning, keep growing, and help your community. You may think you’re not a big enough expert, but the truth is, there are people out there who definitely know less than you and would benefit from your knowledge.”
The Google Developers Experts program is a global network of highly experienced technology experts, influencers, and thought leaders who actively support developers, companies, and tech communities by speaking at events and publishing content.
Joel Humberto Gómez is an application developer at IBM, writing applications that improve the performance of IBM’s internal organization. While his job focuses on frontend development using React, he also has experience with web development using JavaScript. He has held many technical lead roles, in which he makes technical decisions and product delivery plans. Joel has a Computer Science degree from Universidad Veracruzana and has familiarity with databases, mobile development, web development, networks, and servers. He is a GDE in Web Technologies and Google Maps Platform.
“I’ve been involved in projects related to asset delivery and NFC in mobile development and projects about data visualization and automation processes in companies,” he says. “In 2022, I want to be more involved in the open source community.”
Joel uses Google Maps Platform to visualize data and explore data in projects focused on data visualization. In one project, he used the Maps JavaScript API. In another, he focused on trace routes and visualizing points to recollect and deliver packages. In a third project, he used the Place Autocomplete services and Directions API. Now, he is working on a non-profit project to show some places related with medical services.
Getting involved in the developer community
At university, one of Joel’s instructors organized events related to Linux, like Install Fest, with his students.
“With time, I became one of their students, and he motivated me to share knowledge with others and be brave and go beyond the university and my comfort zone,” Joel says. “I started to organize events and talks and got to know people in other communities.”
Gómez enjoyed sharing with his community and received encouragement from other GDEs to apply to the GDE program to share his knowledge more widely.
“I love to share with my community, but sometimes the knowledge just stays in your community,” he says. “Diego DeGranda, a GDE specializing in web technologies, encouraged me to apply and go beyond my community to share with communities outside of my country.”
As a GDE, Gómez has met other developers from around the world, with whom he talks about technology and shares experiences. Another benefit of being a GDE is the opportunity to learn from other GDEs and Google employees.
“In 2020, I had more activities, because location wasn’t a limitation anymore,” he said. “For speakers, virtual meetings are sometimes complicated, but we are adapting to this situation and using and creating tools to get and provide a better experience.”
Favorite Google Maps Platform features
Gómez’ favorite Google Maps Platform feature is the Local Context API.
“I think it’s a cool feature and has a lot of potential to create better applications,” he says. “I have some projects where Local Context helps me with some features, and I don’t need to develop by myself. In 2020, I gave some talks about the new features, wrote blog posts about them, and made videos about them.”
Future plans
Joel plans to create more content about Local Context, Plus Codes and other features in Google Maps Platform.
“I’m planning to start with a podcast about Maps and how to use it to create better applications,” he says. “I’ve been doing this in Spanish, so I need to create content in English, too.”
He has three professional goals: start to contribute to open source, create a little startup, and start projects that use Google Maps Platform.
Welcome to #IamaGDE - a series of spotlights presenting Google Developer Experts (GDEs) from across the globe. Discover their stories, passions, and highlights of their community work.
In college, Krupal Modi programmed a robot to catch a ball based on the ball’s color, and he enjoyed it enough that he became a developer. Now, he leads machine learning initiatives at Haptik, a conversational AI platform. He is a Google Developer Expert in Machine Learning and recently built the MyGov Corona Helpdesk module for the Indian government, to help Indians around the country schedule COVID-19 vaccinations. He lives in Gujarat, India.
Meet Krupal Modi, Google Developer Expert in Machine Learning.
GDE Krupal Modi
The early days
Krupal Modi didn’t set out to become a developer, but when he did some projects in college related to pattern recognition, in which he built and programmed a robot to catch a ball based on the color of the ball, he got hooked.
“Then, it just happened organically that I liked those problems and became a developer,” he says.
Now, he has been a developer for ten years and is proficient in Natural Language Processing, Image Processing, and unstructured data analysis, using conventional machine learning and deep learning algorithms. He leads machine learning initiatives at Haptik, a conversational AI platform where developers can program virtual AI assistants and chat bots.
“I have been there almost seven years now,” he says. “I like that most of my time goes into solving some of the open problems in the state of natural language and design.”
Machine learning
Krupal has been doing machine learning for nine years, and says advances in Hardware, especially in the past eight years, have made machine learning much more accessible to a wider range of developers. “We’ve come very far with so many advances in hardware,” he says. “I was fortunate enough to have a great community around me.”
Krupal is currently invested in solving the open problems of language understanding.
“Today, nobody really prefers talking with a bot or a virtual assistant,” he says. “Given a choice, you’d rather communicate with a human at a particular business.”
Krupal aims to take language understanding to a new level, where people might prefer to talk to an AI, rather than a human. To do that, his team needs to get technology to the point where it becomes a preferred and faster mode of communication.
Ultimately, Krupal’s dream is to make sure whatever technology he builds can impact some of the fundamental aspects of human life, like health care, education, and digital well being.
“These are a few places where there’s a long way to go, and where the technology I work on could create an impact,” he says. “That would be a dream come true for me.”
COVID in India/Government Corona Help Desk Module
One way Krupal has aimed to use technology to impact health care is in the creation of the MyGov Corona Helpdesk module in India, a WhatsApp bot authorized by the Indian government to combat the spread of COVID-19 misinformation. Indian citizens could text MyGov Corona Helpdesk to get instant information on symptoms, how to seek treatment, and to schedule a vaccine.
“There was a lot of incorrect information on various channels related to the symptoms of COVID and treatments for COVID,” he explains. “Starting this initiative was to have a reliable source of information to combat the spread of misinformation.”
To date, the app has responded to over 100 million queries. Over ten million people have downloaded their vaccination certificates using the app, and over one million people have used it to book vaccination appointments.
As a GDE, Krupal focuses on Machine Learning and appreciates the network of self-motivated, passionate developers.
“That’s one of the things I admire the most about the program—the passionate, motivated people in the community,” Krupal says. “If you’re surrounded by such a great community, you take on and learn a lot from them.”
Advice to other developers
“If you are passionate about a specific technology; you find satisfaction in writing about it and sharing it with other developers across the globe; and you look forward to learning from them, then GDE is the right program for you.”
