Projects
Notes and build logs from ongoing/finished projects.
- A stateful AI system that tries to predict stock prices (using news)
Using daily news sentiment as a signal for next-day stock price movement
- Coding my own transformer model
I coded a small transformer model to act like my girlfriend
- Vision-Enhanced NanoChat with Extended Context
Extending a tiny LLM's context limit by compressing text into visual tokens using a vision encoder
- RAG-Powered AI Assistant for My Digital Garden
Client-side RAG system that answers questions about my projects, writings, and experiences using semantic search
- One-Click Photo Aesthetic Transfer Tool
Upload any reference photo and instantly copy its color grading and visual style to your own images
- Voice-Powered Todo App with On-Device AI
Finetuned a 350M parameter LLM to understand natural language tasks and run locally on mobile
- Finetuning Tiny Models for Personal Use
Finetuned a 270M parameter model on my Strava data to create a personalized running coach
- A stateful AI system that tries to predict stock prices (using news)
Using daily news sentiment as a signal for next-day stock price movement
#python#nextjs - Coding my own transformer model
I coded a small transformer model to act like my girlfriend
#python#machine-learning#pytorch - Vision-Enhanced NanoChat with Extended Context
Extending a tiny LLM's context limit by compressing text into visual tokens using a vision encoder
#python#machine-learning#pytorch - RAG-Powered AI Assistant for My Digital Garden
Client-side RAG system that answers questions about my projects, writings, and experiences using semantic search
#machine-learning#python#nextjs - One-Click Photo Aesthetic Transfer Tool
Upload any reference photo and instantly copy its color grading and visual style to your own images
#nextjs - Voice-Powered Todo App with On-Device AI
Finetuned a 350M parameter LLM to understand natural language tasks and run locally on mobile
#react-native#machine-learning#fine-tuning - Finetuning Tiny Models for Personal Use
Finetuned a 270M parameter model on my Strava data to create a personalized running coach
#python#machine-learning#fine-tuning