At Outlier, I evaluated AI-generated Python, Java, and web code against correctness and style rubrics. I reviewed more than 200 programming tasks, flagging logic, edge-case, and complexity defects.
I built Cake Delight, an event-driven bakery e-commerce platform, as five Node.js and Express services with a database-per-service design. I added a JWT-secured API gateway and used Apache Kafka to decouple order confirmation from checkout.
On TribeLingo, I built a microservices-based platform for Kokborok translation, morphological analysis, and AI chatbot support. I developed its Express.js API gateway and implemented Redis caching and PostgreSQL storage.

