Projects: Learning & Testing Ideas via Code
SearchObsidian-Copilot: An Assistant for Writing & Reflecting
Writing drafts via retrieval-augmented generation. Also reflecting on the week's journal entries.
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
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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
WebsiteBeating 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).
TalkBuilding 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).
Product Categorization API Part 3: Creating an API
Or how to put machine learning models into production.
13 Feb 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
172 posts, 25 talks, 13 prototypes, 320,185 words, and countless hours.
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