Projects
Production AI and data engineering systems — click any card to see the full breakdown.
AI Job Intelligence
Multi-agent job platform with resume-aware AI, ATS scoring, and commute analysis.
MocktailVerse Bedrock
Enterprise GenAI data platform powered by AWS Bedrock, RAG, and Vector Search.
Churn ML Pipeline
End-to-end customer churn prediction with FastAPI serving and Streamlit dashboard.
Healthcare dbt BigQuery
Clinical data warehouse: 55K patient records → dbt staging + 3 analytics marts on BigQuery.
VC Dealflow Automation
End-to-end VC deal flow: Apollo enrichment → Hunter verify → n8n → Claude → Airtable CRM.
Silicon Beach AI Jobs
AI-powered job search with Snowflake Cortex + Vector Search, migrated to DuckDB.
Realtime Fraud Detection
Real-time feature engineering for fraud detection with Streamlit monitoring UI.
CocktailVerse
GCP BigQuery ETL pipeline with Cloud Run deployment and TheCocktailDB as the data source.
AI BI Agent
BI automation with RAG, ChromaDB, and natural language queries over business data.
KPI Evidence Store
Hallucination rate, latency, task success and data quality dashboards for 13 production AI systems.
Pied Piper Legal Simulator
LLM-powered legal document simulator inspired by Silicon Valley's Pied Piper compression drama.
Healthcare Analytics Portfolio
Full-stack healthcare analytics: FastAPI, dbt-Fabric, semantic model, MLflow — interview-grade artifacts.
Financial Modeling Automation
PE/VC financial modeling automation — VC cap tables + LP/GP fund economics with Python.
Marketing Analytics ETL
Marketing analytics dashboard with real-time KPIs, campaign tracking, and cross-platform attribution.