Building ML systems,
full-stack apps & dev tools
I work at the intersection of machine learning, computer vision, and software engineering. I build practical systems that ship.
Featured Case Studies
AXCAD
Web-based 2D CAD editor with parametric constraints and DXF export support.
Markov Chain Lab
Interactive learning platform for Markov chains, automata, and grammar conversion.
Menu OCR
OCR pipeline for extracting structured restaurant menu content from images.
EchoScript
YouTube transcription and AI note-taking app with synchronized playback and search.
StreamSQL
Real-time CDC pipeline from SQL Server through Debezium/Kafka to MQTT consumers.
Ingesta
High-throughput data ingestion pipeline with configurable batch processing and dead-letter queuing.
LocalRAG
Local retrieval-augmented generation system using open-source LLMs and vector search.
MLEvaluation
Evaluation harness for ML experiments with standardized metrics and reports.
NiceChatAI
Conversational AI frontend with multi-model support and conversation management.
QueryPilot
Natural-language-to-SQL assistant with schema-aware query generation.
SIA Proto
Local-first system monitoring agent with event analysis, CLI, and optional Ollama integration.
VisionID
Computer vision system for real-time object identification and tracking using YOLO and DeepSort.
Featured Projects
Web-based 2D CAD editor with parametric constraints and DXF export support.
Interactive learning platform for Markov chains, automata, and grammar conversion.
OCR pipeline for extracting structured restaurant menu content from images.
YouTube transcription and AI note-taking app with synchronized playback and search.
Real-time CDC pipeline from SQL Server through Debezium/Kafka to MQTT consumers.