Projects

Production-grade AI systems, multi-agent pipelines, RAG architectures, and ML projects.

AI Agent for Engineering Design Simulation & Analysis
Featured
AI/ML

Agentic AI system that autonomously parses complex simulation logs, identifies anomalies, and summarizes key performance metrics using CrewAI and LangChain.

Python
CrewAI
LangChain
PyTorch
FAISS
+2

Reduced manual review time by 75%

Multi-Agent System for Technology & Market Evaluation
Featured
AI/ML

Multi-agent platform where autonomous agents collaborate to perform real-time evaluation of business and technology proposals — Flask backend, React frontend.

CrewAI
GPT-4o
Flask
React
Python
+1

Full-stack AI-powered decision support

Agentic City Data Automation System
Featured
AI/ML

Agentic pipeline that ingests city email notifications, scrapes city websites, extracts meeting details, and generates structured calendars, agendas, and summaries.

Python
FastAPI
LLMs
Web Scraping
MongoDB
+2

1M+ records/week · ~30% accuracy improvement

KG-RAG Hybrid Retrieval System
Featured
RAG/KG

Hybrid retrieval system combining Neo4j knowledge graphs with vector databases (Weaviate, FAISS) for multi-hop reasoning and context-aware search.

Neo4j
Weaviate
FAISS
RAG
Python
+2

Improved retrieval relevance by ~30%

IoT Pet Health Monitoring — ML Pipeline
AI/ML

ML pipeline for an AI-driven hardware pet health product, integrating on-device firmware with cloud backend and processing high-frequency IoT telemetry.

Python
PyTorch
IoT
FastAPI
AWS
+2

Real-time pet health anomaly detection

City Meeting Transcript Scraper
AI/ML

Web app to automatically scrape and process transcripts from city meeting videos, enabling downstream NLP and summarization pipelines.

Python
Web Scraping
FastAPI
NLP
PostgreSQL

Feeds 1M+ records/week pipeline

Business Data Pipeline & Reporting Automation
Data Science

Internal Python + Shell data pipelines to automate inventory tracking, sales reporting, and analytics dashboards — driving 30% YoY product growth.

Python
Shell
SQL
ETL
Data Pipelines
+2

30% YoY growth · 60% less manual reporting

Private / Internal

More experiments, research notebooks, and open-source work on GitHub.

View GitHub Profile