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Projects

Software I've built: agentic AI systems, retrieval and eval pipelines, distributed systems, and the infrastructure they run on. Source code is linked on each project.

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OpenProject MCP Server

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Model Context Protocol server in Python exposing project management as LLM-callable tools, deployed on AWS EKS with Kafka and Istio, sustaining 65M+ webhook events at 99.5% uptime

Python MCP AWS EKS Kafka Istio +4 more
AI/ML Cloud Computing
Code

QuickContractAI v2 (pgvector + Evals)

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Contract analysis rebuilt on PostgreSQL hybrid retrieval (keyword, semantic, and reranking) over 16.8M chunks, with an eval harness scored on the CUAD legal benchmark running as a CI gate

Python pgvector sentence-transformers LLM-as-Judge +4 more
AI/ML Evals
Code

More Projects

MiniRaft: Distributed Consensus in Go

Raft consensus implemented from scratch: leader election, log replication, snapshots, and sub-second re-election under a fault-injection harness covering split-brain and log divergence

Go gRPC Protobuf Docker
Distributed Systems
Code

Santha

Self-hosted Android app store with a prompt-to-app pipeline: Claude writes the app, GitHub Actions builds and signs the APK, the store serves it. Live at santha.t3ja.com

Kotlin TypeScript Expo GitHub Actions +3 more
Mobile AI-Assisted Development
Code

QuickContractAI (v1)

Privacy-preserving legal document platform: Gemini drafts, local Ollama models refine and validate, Snowflake Cortex powers retrieval

Python LangChain Gemini 2.5 Pro Ollama +4 more
AI/ML Legal Tech
Code

Cloud-Native Application Platform

Production-ready AWS infrastructure with auto-scaling Flask API, Terraform IaC, and custom AMI pipeline

Flask Terraform Packer AWS +10 more
Cloud Computing DevOps

Source code is linked on each project. The Cloud-Native Platform repo is private (course infrastructure); happy to walk through it on a call.