// work

Things I've built, broken, and shipped.

Twelve products, research systems, and public repositories across agent infrastructure, search, data, and applied machine learning.

/ project archive

projectlive

Kerna

A trust layer that puts policy, budgets, approvals, isolation, and receipts around AI-agent tool use.

Rust · MCP · SQLite · Python · TypeScript

Read Live GitHub

projectlive

Nori

AI job discovery platform backed by a registry covering 31,000+ companies.

Python · FastAPI · Next.js · Redis · PostgreSQL · Docker

Read Live GitHub

projectlive

Cryo

Search a frozen pre-2022 corpus with BM25, semantic reranking, provenance, and agent-ready MCP tools.

Python · FastAPI · Meilisearch · Qdrant · MCP

Read Live GitHub

projectresearch

Emotion Engine

A 72-feature LSTM rediscovers fear, grief, and suspicion from zero hardcoded rules.

PyTorch · Python · Django · Custom sim engine

Read Live GitHub

projectshipped

PackAI

VS Code extension that orchestrates Claude, Copilot, and Codex in parallel via DAG planning.

TypeScript · Node.js · VS Code API · LLM APIs

Read Live GitHub

projectlive

Sushi

Premium EDA platform for automated data quality, stats, and visualizations.

Python · FastAPI · Next.js · Plotly · SQLite

Read Live GitHub

projectpublic repo

QuantRAG

Grounded financial research copilot over SEC filings with four retrieval modes, claim-level hallucination checks, and abstention.

Python · FastAPI · FAISS · BM25 · Cross-encoder · SQLite

GitHub

projectpublic repo

PaperMind

Research assistant that coordinates specialized agents for literature, methods, results, critique, and research-gap synthesis.

Python · FastAPI · Streamlit · FAISS · PyPDF

Read GitHub

projectpublic repo

Transformer from Scratch

Encoder-decoder transformer implemented with basic PyTorch tensor operations, including attention, masks, and positional encoding.

Python · PyTorch · Multi-head attention · Transformers

Read GitHub

projectpublic repo

Video Search Platform

Natural-language video search using scene detection, CLIP embeddings, timestamped matches, and Qdrant vector retrieval.

FastAPI · PyTorch · CLIP · Qdrant · OpenCV · React

GitHub

projectpublic repo

Document Intelligence System

Multi-agent document processing for OCR, structured extraction, semantic search, and grounded question answering.

Python · LangGraph · Qdrant · Tesseract · FastAPI

GitHub

projectpublic repo

Kubernetes MLOps Pipeline

Reference pipeline for training, deployment, artifact tracking, monitoring, and infrastructure automation on Kubernetes.

Python · Kubernetes · Terraform · FastAPI · MLflow · Prometheus

GitHub