Projects: Learning & Testing Ideas via Code

Building an AI coach with speech-to-text, text-to-speech, an LLM, and a virtual number.

Writing drafts via retrieval-augmented generation. Also reflecting on the week's journal entries.

11 Jun 2023 • Github • Demo

Should chat be the main UX for LLMs? I don't think so and believe we can do better.

30 Apr 2023 • Demo

Generating Dr. Seuss headlines, fake WSJ quotes, HackerNews troll comments, and more.

16 Apr 2023 • Github

Also, shortcomings in document retrieval and how to overcome them with search & recsys techniques.

09 Apr 2023 • Github

More than two dozen interviews with ML Practitioners sharing their stories and advice

25 Nov 2021 • Github • Website

Beating the baseline using Graph & NLP techniques on PyTorch, AUC improvement of ~21% (Part 2 of 2).

13 Jan 2020 • Github • Talk

Building a baseline recsys based on data scraped off Amazon. Warning - Lots of charts! (Part 1 of 2).

06 Jan 2020 • Github • Talk

Or how to put machine learning models into production.

13 Feb 2017 • Github

A web app to find similar products based on image.

14 Jan 2017 • Github

Cleaning up text and messing with ascii (urgh!)

11 Dec 2016 • Github

A simple web app to classify fashion images into Amazon categories.

27 Nov 2016 • Github

A card sorting game to discover youl passion by identifying skills you like and dislike.

23 Oct 2016 • Github

Parsing json and formatting product titles and categories.

11 Oct 2016 • Github

187 posts, 28 talks, 14 prototypes, 363,654 words, and countless hours.

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