Headline

AI/ML Engineer @ TCS | Generative AI | Agentic AI | RAG | Semantic Search | LLM Systems

About

AI/ML Engineer with experience building production-oriented Generative AI and Agentic AI systems for software engineering automation. Currently working at Tata Consultancy Services, where I develop AI-powered platforms for Root Cause Analysis (RCA), automated bug fixing, and intelligent test automation. My work focuses on Retrieval-Augmented Generation (RAG), semantic search, multi-agent workflows, and LLM-driven automation solutions. Key Areas of Expertise: • Generative AI • Agentic AI • Retrieval-Augmented Generation (RAG) • Semantic Search • LLM Systems • AI-Powered Automation • FastAPI Backend Development I enjoy building scalable AI systems that reduce manual effort, improve engineering productivity, and solve complex real-world problems through intelligent automation.

Location

Hyderabad

AI stack

gemini

langchain

langgraph

openai

Work experience

Systems Engineer - AI/ML at Tata Consultancy Services, Feb 2025 - Present · 1 yr 6 mos, Hyderabad, Telangana, India, • Built AI-powered platforms for Root Cause Analysis (RCA), automated bug fixing, and intelligent test automation, reducing manual investigation and test-design effort by approximately 50–60%. • Developed retrieval and reasoning workflows leveraging semantic search, RAG, vector search, and LLM-based candidate evaluation to accelerate root-cause discovery and engineering automation. • Implemented Agentic AI workflows for requirement extraction, coverage analysis, RTM generation, self-healing test generation, and software engineering automation. • Built scalable backend services using Python and FastAPI to support document processing, retrieval, validation, script generation, and reporting workflows.

Java Developer at Servosys Solutions, Feb 2024 - Jul 2024 · 6 mos, Mumbai, Maharashtra, India, • Developed and tested Java-based applications for banking clients, contributing to application reliability and workflow efficiency. • Performed API testing using Postman and participated in Disaster Recovery (DR) exercises to support system resilience and operational readiness.

Education

Bachelor of Engineering - BE, Computer Science, CHANDIGARH UNIVERSITY