Work

All work and posts

Semantic Video Search with DINOv3 and CLIP

Building a video search system that uses DINOv3 embeddings for scene understanding and CLIP for text queries, with a learned projector to bridge the two.

computer-visionvideo-searchembeddingsclipdinov3

Building a News Sentiment Broker

A distributed system for monitoring stock sentiment by scraping news, extracting structured information with LLMs, and indexing for semantic search.

distributed-systemsnlpllmselasticsearchcelery

Inferring Cognitive Metrics from Typing Patterns

Building a system that analyzes keyboard typing patterns to infer cognitive health metrics like attention, impulse control, and mood stability.

data-analyticshealth-techdjangodashtime-series

Video Tracking with Multi-Attribute Inference

Building a real-time video analysis system that tracks people across frames and infers multiple attributes using CLIP and YOLO.

computer-visionvideo-processingtrackingyoloclip

Building a Smart Trajectory System

A real-time computer vision system that combines object detection, pose estimation, and ballistics calculations to automatically adjust for environmental conditions.

computer-visionembedded-systemsballisticsjetsongstreamer