I am deeply interested in artificial intelligence and user interfaces (see: toy projects).
I worked as a senior product engineer building natural language, information retrieval, and machine learning systems at Thinking Machines for 2 years.
Before that I was senior full-stack web engineer + head of UI and operations at Insync for 5 years. There I led a UI engineering team building a cross-platform desktop application in React, built an analytics dashboard, and improved development and onboarding processes.
I've also been consulting for businesses since I was in my junior year in university.
I’ve researched, prototyped, built, improved, and deployed machine learning models, frontend applications, and backend web systems to production.
I've worked extensively with technologies like:
...but I'm always willing to learn new things in a jiffy!
I'm available for remote consulting / contracting work. My timezone is GMT+8 but I can work in any timezone since I am experienced in working asynchronously (it's more productive!) and providing regular written updates.
I’d like to help build natural language processing, information retrieval, or web systems for your company, as well as any supporting systems you may require like a webapp, a user interface, an API, data ingestion scripts or pipelines, a machine learning model and more.
Interested in working together?
Tiny UI experiments of mine inspired by life and work.
Bird's eye view of OpenAI's GPT-3 model. What is it? What can it do? What were the breakthroughs?
Learn how TF-IDF and BM25 works by stepping through code and searching through the Dune book. Comes with a clonable webapp and presentation.
A notebook that shows how Naive Bayes works and builds up to NBSVM, a fast baseline for text classification with accuracy rivaling Transformer-based approaches.
© 2021 Beato Bongco