RAG & LLM apps
Grounded generation, retrieval, LLM APIs
01 / Portfolio — Hyderabad, India
Software Engineer · Applied GenAI & AI Automation
I build applied GenAI products—RAG assistants, agentic workflows, LLM-powered tools, and reliable AI automation backed by production engineering discipline.
02 / Profile
How I workI build useful GenAI systems with LLM APIs, LangChain, LangGraph, retrieval-augmented generation, vector search, and workflow automation. My focus is turning AI capabilities into products that solve a clear problem—not isolated demos.
My enterprise experience supporting regulated healthcare applications adds the operational habits behind that work: observability, grounded outputs, visible failure modes, careful releases, and clear escalation paths.
Grounded generation, retrieval, LLM APIs
Tool use, orchestration, evaluation loops
Python, n8n, APIs, structured data flows
Observability, RCA, safe delivery
03 / Selected projects
Shipped products, AI agents, browser extensions, and focused experiments—each connected to working code or a live experience.
View all repositories
Fintech Utility
One IPO. One PAN. Quick allotment result.
A fast, mobile-first product for checking Indian IPO allotment status and following live GMP, price bands, dates, lot sizes, and estimated listing prices.

Browser Extension
Usage limits, exactly where they matter.
A hardened Chrome and Edge extension that adds live Claude session and weekly usage bars with reset countdowns—without trackers, storage, or broad browser permissions.

AI Productivity Extension
Carry useful context between AI conversations.
A Chrome extension that captures ChatGPT and Claude conversations, creates structured smart summaries, and injects reusable context into new chats.

Agentic Market System
Code-first signals with an AI analysis gate.
A perpetual futures research and execution system where technical signals determine direction and risk, while Claude performs structured confluence analysis before qualified trades.

Base Mini App
Timed logic challenges with on-chain access.
A mobile-optimized IQ quiz mini app with multiple categories, wallet-aware profiles, Base payments, timed challenges, and detailed answer breakdowns.

Portfolio Platform
A focused home for my engineering work.
A responsive, data-driven portfolio presenting applied GenAI projects, production experience, technical skills, and clear paths for recruiters to explore my work.
04 / Toolkit
A practical stack across AI, automation, backend engineering, data, and production operations.
Models, orchestration, embeddings, and interfaces for grounded AI products.
APIs and workflows that turn repetitive operations into dependable systems.
Application code, data validation, deployment, and maintainable delivery.
Observability, incident response, safe delivery, and cloud foundations for dependable AI systems.
05 / Experience
October 2024 — Present
Supporting healthcare applications in a GxP-regulated environment while improving operations through automation and applied generative AI.
06 / Learning & recognition
Education
Vardhaman College of Engineering, Hyderabad
Publication
IEEE ADICS International Conference