Hello ,

I am Edmond Lai

software developer, geographer, technologist, founder

Edmond Lai

Professional Experience

Co-founder / CTO
2021 - 2022

I co-founded Ensembl, which raised $100,000 from Forum Ventures (fka Acceleprise). The company focused on building async collaboration tools for product managers. These tools leverage AI technology and aim to improve productivity for users.

We built five different MVPs for customers and had more than ten teams consistently using them. My responsibilities include overseeing the product roadmap, creating wireframes, coding the tool, and constantly meeting with the users for feedback and iteration. Check out the MVPs in the project slide!

Although the teams like the tools we built for them, ultimately, we couldn't get enough traction to raise the next round of funding. This experience has been invaluable. You know what they say: try again if you don't succeed. This certainly won't be the first time I start a company.

Software Engineer
2019 - 2021

I had a chance to work on exciting projects that empower the local community. For example, I built a model that calculates the neighborhoods' accessibility to essential services such as groceries, education, and health care. I also built REST API with Flask, allowing for easy lookup of census information and spatial coordinates. On the side, I worked extensively with regional planners to assist them in GIS data processing and development. Finally, our team modernized the existing tech infrastructure by adopting modern practices such as user Docker containers and CI/CD.

Information & Data Specialist
2018 - 2019

CCRPC hired me to be in charge of the internal data governance project. I worked with departments across the organization to understand their workflow and data needs, then implemented a data pipeline and CRM system across the organization. In addition, I wrote technical and user documentation and trained over 50 users. Another project was the workforce data portal, where I compiled workforce-related data for five central Illinois counties into a web app format that is easily accessible to the public.  

University of Illinois - Master of Science
Geographic Information Science
2016 - 2018

After working in non-profits for a few years, I decided to go back to graduate school to get a degree in a technical field. I saw there was a lot of potential to apply technology to improve services to non-profits. So I hope to use what I learned in school to bring the maximum amount of positive change to the community.

Youth Program Coordinator
2014 - 2016

Pui Tak Center is a community organization that provides critical services to the underserved population in the Chicago area. I had the chance to work with high school students. It was a lot of fun since the youth had so much energy and ideas! I recruited over 50 volunteers to work together with me. It was a transformative experience for me because I had the opportunity to touch so many lives! 

Special Education Classroom Assistant
2014

I came across an opportunity to work with children with disability. Initially, I was really lost on what I needed to do. However, all the teachers and staff were so accommodating. Throughout my short time at the school, I gain an appreciation for everyone who works with children with disabilities. They are the most amazing people I know! 

Employment Counselor
2013 - 2014

As I was teaching English, I found an opportunity to help low-income families to become self-sufficient. So I arrange clients with skill training, job search, resume writing, and interview skills lessons. In addition, I helped over 200 people obtain a job. I started my work in non-profits and community work. I realize there is so much to be done.

You can see a picture of me hosting the annual dinner for the organization!

ESL Instructor
2012 - 2013

After graduating with my degree in environmental science, I couldn't find a job. Being the first person in my family to go to college, I didn't know what major I should choose. So I picked a major I enjoyed studying, but that wasn't the wisest decision. Fortunately, one of my friends recommended me for an English teaching position. I took it without hesitation since I needed income. However, it was a better decision that I've made. I absolutely enjoy teaching! The adult students worked hard to learn English to better their lives and families.

Projects

Check out my repos: work, personal or scroll down to see more.

Mapping simplify 🗺

A simple web app that helps user create webmap. Add locations and descriptions and the app will create a webmap and provide a link to share.

  • Reacts
  • MUI
  • MapboxGL
  • Firebase

⚡️ Slack release notes
Add to Slack

Connect to JIRA to provide AI generated updates in Slack.

  • NodeJS
  • Cloud functions
  • OAuth 2.0
  • REST API
  • Bolt JS SDK

🤖 Creative AI business writing 📝

Give the AI a topic and a few key words, the app will write some creative content for you!

  • OpenAI
  • AI prompt engineering
  • OAuth 2.0
  • Firebase
  • Reacts

Meeting prep Chrome extension 📆

Connects to your Google Calendar that helps your team member prepare to a meeting!

  • Chrome extension
  • Browser API
  • Google Calendar API
  • Frontend

Ensembl Talk 🎙

A complete async communication toolset for product managers and software teams.

  • Reacts
  • OAuth 2.0
  • GCP cloud functions
  • React Bootstrap
  • Firestore
  • GitLab CI/CD

🛒 Access score 🏥

I wrote the modeling that calculates the accessibility score. The score includes access to essential amenities in all transportation modes.

  • Data analysis and modeling
  • Python network model - Panada
  • Open-source sustainable neighborhood toolkit
  • GitLab CI/CD

Workforce data portal 💪

I used Python scripting and data analysis techniques to compile counties data. Built a portal to visualize the data.

  • Data analysis
  • ETL
  • Python scripting
  • StencilJS
  • ChartJS

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