Headline

AI Engineer @ BuddyLoan | GenAI, LLMs, RAG & Multi-Agent Systems | LangGraph, LangChain, vLLM | Python, FastAPI, CI/CD, AWS, GCP

About

AI Engineer building production GenAI systems at BuddyLoan, where I design and ship LLM-powered platforms that combine reasoning, retrieval, and automation to solve real business problems. I've built a hybrid AI reasoning pipeline — LLMs, deterministic business logic, structured knowledge retrieval, conversation memory, and intelligent tool calling — that cut manual business-configuration review time from ~12 hours/week to ~1 hour/week. One core project: an intent-driven multi-agent platform (Communication, Knowledge, Operations, and Integration agents) that plans, validates, and executes lender policy and business-rule changes end-to-end — reading emails via Gmail, retrieving grounded policy answers via RAG, and applying validated updates to our rule engine (GoRules/BRE), orchestrated with LangGraph and an LLM planner + plan validator. I've also QLoRA fine-tuned and self-hosted an LLM serving stack (Qwen on vLLM/NVIDIA GPUs) processing roughly 800M tokens/month with continuous batching and prefix caching — keeping sensitive data on enterprise infrastructure. On the engineering side: FastAPI for serving, Pydantic for structured data contracts between agents, Langfuse for LLM observability (tracking token usage, latency, and errors in production), PySpark for large-scale data pipelines, and CI/CD for reliable, scalable deployment (~5K requests/min on production inference services). Before AI Engineering, I worked as a Software Engineer building backend systems (Python, REST APIs, PostgreSQL, MongoDB, Redis) — experience that shapes how I build AI systems today: production-grade, observable, and designed to actually ship. Open to AI Engineer / GenAI Engineer / LLM Engineer roles where I can keep building systems that go from prototype to production.

Location

Bengaluru

AI stack

cursor

langfuse

langgraph

langsmith

Qdrant

vLLM

Work experience

Artificial Intelligence Engineer at Buddy Loan, Oct 2024 - Present · 1 yr 11 mos, Bengaluru

Software Engineer at coinearth technologies, Jan 2023 - Oct 2024 · 1 yr 10 mos, Hyderabad

Software Development Engineer at MountBlue Technologies, May 2022 - Dec 2022 · 8 mos, Bengaluru, Karnataka, India

Education

Software Engineer, Bosscoder Academy

Bachelor of Technology - BTech, Information Technology, Kakatiya University, Warangal