Projects

Selected work

A mix of platform engineering, ML systems, and industrial tooling. Click any project for the full case study.

M1M2M3M4GA-OPTIMIZED SCHEDULING · RAGManufacturing Planning Management System
Featured
AI / MLShipped

Manufacturing Planning Management System

25%Throughput gain

A multi-tenant, cloud-native SaaS platform that optimizes manufacturing scheduling using intelligent algorithms and a conversational AI interface.

DjangoReactPostgreSQLRedisCeleryLangChainPinecone+3
Case study
LEADERBOARD011842021715031603041541LIVEBRACKETS · ELO · 78% PREDICTIONSport & Tournament Management System
Full StackShipped

Sport & Tournament Management System

78%Match prediction accuracy

A web application that streamlines sports tournament management with live score tracking, real-time player rankings, and AI performance analytics.

DjangoRedisWebSocketsCeleryScikit-learn+3
Case study
0.940.870.78YOLO DEFECT DETECTION · BONDINGFactory Automation & Computer Vision
AI / MLIn production

Factory Automation & Computer Vision

80%Manual inspection time cut

An industrial automation platform integrating Advanced Computer Vision for semiconductor defect detection with real-time data analytics from bonding equipment.

PythonOpenCVYOLOv5AWSPostgreSQL+3
Case study
QUERYMES + VECTOR DBANSWER[1][2][3]LANGCHAIN · RAG · MES ROOT-CAUSEAI Agent for Semiconductor Manufacturing
AI / MLResearch

AI Agent for Semiconductor Manufacturing

RAGOver MES + quality data

A LangChain/RAG-based AI agent that incorporates real-time MES processing data with quality parameters for root cause analysis.

PythonLangChainPineconeGPT-4PostgreSQL+2
Case study