Recent Technical Projects
Latest Post
Shape Rotation 101: Intro to Einsum and Jax transformers
Code QA Project
A chat-with-a-codebase project utilizing tree-sitter to generate AST trees and construct a codebase index for embeddings.
Handpicked by Haiku
A Flask app that generates personalized recommendations and visualizations based on user input, leveraging Claude Haiku's knowledge base.
Twitter Circle
A tool to visualize your Twitter network and direct messaging history.
Features:
- Twitter Circle visualization for up to 200 users
- Leaderboard based on mentions and direct messages
- DM statistics
- DM bar graph showing messages per month (5 years of data)
SemanTweet Search
Search over all your tweets from the Twitter archive using semantic similarity.
Key Features:
- Preprocessing of tweets
- Embedding generation using OpenAI's models
- Data storage in LanceDB vector database
- Web interface for search and results viewing
- Pre-filtering options (time, likes, retweets, media, links)
- Visualization using tensorflow projector
Demo Thread Visualization Demo
Older Projects
CaptionBot
Implementation of "Show, Attend and Tell" for image captioning.
The Caption Bot generates captions for uploaded images in less than 40 words.