/role/
Frontend engineer building production React & Next.js apps and shipping LLM-powered features inside them — streaming chat UIs, retrieval-backed search, and AI workflows that hold up with real users, not just in demos.
what i actually build
The day-to-day surface area: where I spend my engineering energy and what I can ship for your team.
Chunking strategies, embeddings, hybrid search, re-rankers, citation UX — production retrieval that doesn't hallucinate.
Tool-use, multi-step reasoning, LangGraph state machines, human-in-the-loop checkpoints, parallel sub-agents.
Vercel AI SDK, RSC, generative UI streamed from tool calls, optimistic updates, token-by-token rendering.
Model Context Protocol servers, custom tools for Claude and agents, secure scoped capabilities.
Token budgeting, context windows, memory, eval-driven iteration — making models behave at scale.
Next.js + React Native, accessible components, sharp typography, animation-first interactions.
selected work
A glimpse — full archive lives on /projects.
Pet-service marketplace linking owners with dependable providers. Owned UX & booking flow end-to-end at SDE II.
Learning platform with paid + free courses by top professionals — closing the upskilling gap for engineers and students.
All-in-one personal finance dashboard — insurance, investments, goals, loans, and planning in a single view.
React Native job-finder app. Browse listings, read detailed descriptions, and apply in a clean cross-platform mobile flow.
thinking out loud
Notes on frontend, AI engineering, and shipping things that matter.
Ever died behind cover in PUBG even though you were safe on screen? Blame UDP — the speed-over-reliability trade-off that powers video calls and shapes the modern web. Here's how TCP, UDP, and QUIC really work.
AI is transforming modern web development with smart features like chatbots, content generation, and automation. Learn how developers can integrate AI into applications and build the future of software.
Frontend development may seem worlds apart from system design, but a comprehensive understanding of system architecture is crucial.
Running your own business isn’t easy. You’re spinning plates from sunup to sundown, leading your team one moment and knee-deep in marketing strategy the next.
// open to collaborate
RAG over your data, agentic workflows, streaming chat UIs, MCP tools. Drop a message and let's see if we can ship something together.
