- Built a reactive dependency-graph engine powering live data bindings across 1000s of React Native UI widgets — topological sorting, AST-based dependency extraction, cycle detection, and custom binary serialization — cutting live-preview re-evaluation by 35% and eliminating full JSON re-bursts
- Engineered the cross-platform widget rendering pipeline (widget tree builder + flex layout manager) with memoized selectors and list virtualization for responsive, smooth-scrolling layouts across iOS and Android
- Shipped platform-specific native integrations — keyboard avoidance respecting iOS (
keyboardWillShow) vs Android (adjustResize) lifecycles, plus a native haptics layer (iOSUIImpactFeedback/ AndroidVibrationEffect) - Implemented offline-first persistence via namespaced AsyncStorage and an RNFetchBlob file layer (app saves, fonts), plus OTA bundle updates — keeping state durable across sessions and shipping fixes without store releases
- Built a live-selling React Native widget with real-time media overlays via AWS Elemental MediaLive relayed over RTMP (ZegoCloud) to Facebook, TikTok, and Instagram — driving an increase in customer retention and a 15% uplift in live-session revenue
Experience
- Achieved <500ms latency for near real-time alerting using async event-driven architecture and optimized data pipelines
- Constructed Grafana dashboards tracking KPIs like block times and transaction fees for data-driven performance improvements
Projects
- Built a full semantic search pipeline over Reddit — scrape → embed → store → query — with zero keyword matching; each post is embedded via a self-hosted all-MiniLM-L6-v2 sidecar and stored in ChromaDB
- Wrote the embedding service from scratch as a FastAPI microservice in its own Docker container; Express backend calls it over HTTP, keeping the ML runtime fully isolated from the API layer
- Queries are embedded at request time and ranked by cosine similarity inside ChromaDB
- Real-time bidding and order matching platform using Redis for atomic concurrency — handles simultaneous bids without race conditions
- Planned migration to Go to explore channels, goroutines, and locking primitives at the systems level
- RLM-style recursive inference pipeline over 590 Bhagavad Gita verses — treats the text corpus as an external environment and recursively prompts the LLM over verse-level snippets
- Answers long-context queries beyond single-pass limits with chapter- and theme-aware multilingual retrieval
- Platform for mass cold-email outreach to newly funded startups' CEOs and CTOs
- Cut query time on a 70k-entry founder table by adding targeted indexes on join and filter columns
- Full-stack cross-platform expense management app with Expo SDK 54 and a Dockerized Node.js/Express backend, featuring JWT auth, group-based expense tracking with role-based access
- Real-time sync via Ably WebSockets across all connected clients
- Browser extension providing hints and visualizations for tracing program execution and debugging with 80% accuracy
- Won Most Voted Award at Makeathon5 with 15K+ impressions on Twitter
Open Source
Valhalla (OpenStreetMap Routing Engine) — Implemented real-time API warning notifications using Sonner toasts across route, isochrone, and optimized route endpoints — solving a long-standing UX gap that a prior GSoC attempt had failed to address
Valhalla (OpenStreetMap Routing Engine) — Added multilingual map label support with language persistence via localStorage, enabling English/German/local script switching across multiple tile providers
Autumn (YC F24) — Added dashboard CTA with APIs, boosting engagement by 50%
Mail.Zero (YC 25) — Eliminated 100% of redundant API calls, reducing backend load
Bifrost (Maxim AI) — Added UI configuration for vector and log storage backends
Klavis AI — Built a Google Analytics MCP server integration