Projects: Learning & Testing Ideas via Code

AlignEval: Building an App to Make Evals Easy, Fun, and Automated

Look at and label your data, build and evaluate your LLM-evaluator, and optimize it against your labels.

27 Oct 2024  •  Website  •  Github

Building the Same App Using Various Web Frameworks

FastAPI, FastHTML, Next.js, SvelteKit, and thoughts on how coding assistants influence builders' choices.

08 Sep 2024  •  Github

Building an AI Coach to Help Tame My Monkey Mind

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

07 Apr 2024  •  +1 (206) 558 8782

Obsidian-Copilot: An Assistant for Writing & Reflecting

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

11 Jun 2023  •  Github  •  Demo

Interacting with LLMs with Minimal Chat

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

30 Apr 2023  •  Demo

Raspberry-LLM - Making My Raspberry Pico a Little Smarter

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

16 Apr 2023  •  Github

Experimenting with LLMs to Research, Reflect, and Plan

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

09 Apr 2023  •  Github

Informal Mentors Grew into ApplyingML.com!

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

25 Nov 2021  •  Website  •  Github

Beating the Baseline Recommender with Graph & NLP in Pytorch

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

13 Jan 2020  •  Github  •  Talk

Building a Strong Baseline Recommender in PyTorch, on a Laptop

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

06 Jan 2020  •  Github  •  Talk

Product Categorization API Part 3: Creating an API

Or how to put machine learning models into production.

13 Feb 2017  •  Github

Image search is now live!

A web app to find similar products based on image.

14 Jan 2017  •  Github

Product Classification API Part 2: Data Preparation

Cleaning up text and messing with ascii (urgh!)

11 Dec 2016  •  Github

Image classification API is now live!

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

27 Nov 2016  •  Github

SortMySkills is now live!

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

23 Oct 2016  •  Github

Product Classification API Part 1: Data Acquisition

Parsing json and formatting product titles and categories.

11 Oct 2016  •  Github

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