Projects
Things I've built and shipped
A small collection of projects that I've spearheaded during my career.
# Featured Projects
## Infrastructure & Systems at Scale
- Global Microservices Migration - Led the transition from a legacy monolith to a cloud-native microservices architecture (primarily in Node.js), improving developer velocity and cutting deployment times by over 80%.
- Multi-Region Database Scaling - Implemented sharding and replication strategies to support a global user base with consistently low (<50ms) query latency, integrating with services written in TypeScript.
- Payments & Reliability - Architected a multi-provider payment integration system with strict SLAs, achieving 99.99% uptime for mission-critical transactions.
## Data Science & MLOps
- ETL Pipelines at Petabyte Scale - Created and maintained ETL pipelines capable of handling literally petabytes of data from multiple sources such as Databricks, Google Big Query, SnowFlake and more
- MLOps for Data Science Teams - Developed pipelines that let data scientists train, evaluate, and deploy ML models to production without direct DevOps support.
- Machine Learning Model Deployment - Built MLOps pipeline enabling data scientists to deploy models without DevOps knowledge.
## Real-Time Applications
- WebRTC Scaling with Lua & C - Optimized and scaled a real-time video application by extending WebRTC servers with custom Lua and C code, while coordinating signaling layers written in Node.js.
- Real-Time Collaboration Engine - Built a WebSocket-driven collaboration layer in NodeJS, allowing multiple users to edit and interact simultaneously with conflict resolution.
## Research & Innovation
- Edge Computing Framework - Developed system for running computations closer to users, reducing latency by 70%.
- Blockchain Integration POC - Explored decentralized identity verification system for enterprise applications.
Each project involved close collaboration with cross-functional teams, balancing technical excellence with business objectives.