Headline

Software Engineer @ CloudTern Solutions | Agentic AI | Generative AI | AI Agents | LLMs | MCP | Anthropic Claude Certified | GitHub Certified: Agentic AI Developer | Microsoft Certified AI-103 | Azure | AWS

About

Generative AI and Agentic AI Engineer | LangChain • LangGraph • RAG • MCP • Azure • AWS I am a Software Engineer dedicated to bridging the gap between robust Cloud Infrastructure and the next generation of AI. At Cloudtern Solutions, I specialize in architecting RAG-based (Retrieval-Augmented Generation) applications that move beyond simple chat—transforming raw data into knowledge-grounded, high-accuracy LLM responses. Worked on AI agents: designing end-to-end LLM workflows and multi-agent systems, optimizing vector search pipelines (using Weaviate, ChromaDB, Pinecone, and Milvus) with hybrid dense and sparse search and re-ranking, and pushing boundaries with MCP (Model Context Protocol) and A2A (Agent-to-Agent) to enable multi-tasking capabilities in intelligent bots. My Technical Foundation: Generative AI: Hands-on implementation of LangChain and LangGraph for complex agentic RAG architectures, with tool calling, prompt engineering, and role-based MCP servers. Vector Intelligence: Deep experience in document ingestion, chunking strategies, embedding optimization, and graph-based retrieval with Neo4j. Evaluation & Safety: RAGAS and LangSmith for evaluating and tracing LLM output, with guardrails against hallucinations and prompt injection, and AI governance practices. Document Intelligence: OCR-based extraction with MinerU, PaddleOCR, and Docling, and self-hosted LLM serving with vLLM on Dockerized RunPod GPU workers. Cloud & DevOps: Azure AI Foundry, Azure OpenAI Service, and Amazon Bedrock. Prior to my AI focus, I completed intensive training in the Revature Azure Cohort, mastering full-stack deployments with AKS, Terraform, and MySQL, and monitoring with GitHub, Prometheus, and Grafana for production-ready scalability. Built: Ansera (agentic RAG search for websites), AEO and GEO scoring tools, PolisIQ (insurance document intelligence), and an AI Resume Tracker. Certified: Microsoft Azure AI Apps and Agents Developer Associate (AI-103), GitHub Agentic AI Developer (GH-600), Oracle Agentic AI Foundations Associate. Open to Generative AI Engineer and Agentic AI Engineer roles in Hyderabad, Bengaluru, Pune, Chennai, and remote. Let's build something intelligent!

Location

Hyderabad

AI stack

claude code

claude

codex

langgraph

mcp

mistral

Work experience

Software Engineer at CloudTern Solutions, Feb 2025 - Present · 1 y 9 mo, Hyderabad, Ansera, Agentic RAG search platform - Architected an agentic RAG search engine with LangChain and LangGraph that turns client websites into conversational interfaces, delivering answers in 3 s instead of multi-click link navigation across 500+ client sites. - Raised top-5 retrieval precision from 72% to 91% with hybrid dense and sparse search and a re-ranking layer, with p95 retrieval latency under 1 s. - Built multi-tenant ingestion pipelines on Weaviate with incremental updates, audio/video transcription and OCR extraction across 3,000+ pages of website content. - Raised RAGAS faithfulness from 90% to 97% with prompt engineering workflows and governance guardrails. - Built an AEO and GEO scoring tool for 500+ client websites, using MCP for tool access and A2A for inter-agent communication. - Automated site onboarding with Webflow and WordPress APIs, replacing 10+ manual steps with one click. MCP servers - Built an authenticated, role-based MCP server giving natural-language access to website analytics for 500+ client sites. - Built Calendar and Calendly MCP tools that handle 100+ bookings per month inside chat. PolisIQ, insurance document intelligence - Built LangGraph agent workflows and MinerU OCR pipelines extracting structured data at 95% field-level accuracy for 1,000+ documents per month. - Deployed Gemma 4 12B with vLLM on Dockerized RunPod GPU workers with dynamic batching and on-demand scaling. Resume Tracker, AI resume search - Built a LangGraph and Neo4j resume search; LLM-generated Cypher queries cut candidate discovery from minutes to 4 s across 4,000+ profiles.

Site Reliability Engineer Intern at Revature, Apr 2024 - Aug 2024 · 5 mos, Chennai, Completed hands-on training in cloud and DevOps through Revature's Azure Cohort, gaining practical skills in full-stack application development with Azure tools like AKS, MySQL, and Terraform. Enhanced expertise in GitHub version control and monitoring using Prometheus and Grafana, managing end-to-end deployments. This experience solidified my foundation in cloud infrastructure and DevOps practices.

Education

Bachelor of Technology - BTech, Cse, Pragati University