At AccelTop, I built and shipped two production products end-to-end: a generative-AI medical research platform and an orthopedic LMS that hosted a state-wide exam for 2,600+ simultaneous users. I also architected a B2B multi-tenant LMS, with 1,800+ users across the platforms.
For the medical research platform, I re-architected retrieval across 1,000+ medical PDFs using hybrid search in Postgres, replacing Pinecone and a separate infrastructure dependency. I also migrated 40k+ rows to serverless Neon, cutting database cost by about 40%.
On the orthopedic LMS, I raised concurrent capacity from about 300 to 2,600+ ahead of the exam through k6 stress testing, query caching, and connection-pool tuning. I integrated Razorpay with signature-verified webhooks and shipped live video classes with auto-scheduling.
At Firebrand Labs, I partnered with an external developer to ship razorswift, a multi-role platform, and built a 3D homepage and admin dashboard to replace a paid CMS. I also owned deployments and infrastructure at AccelTop, cutting hosting spend by about 78%.
