Sreenidhi L
As a Generative AI Engineer with two years of experience, I approach complex challenges with a blend of ambition and open-minded curiosity. I thrive on exploring innovative solutions, always ready to improvise and adapt with flexibility, ensuring empathetic and effective outcomes.
Experience
Generative Al Engineer
Tata Consultancy Services (TCS) · Jan 2022 – Jan 2024
- Built a production GenAl microservice for semantic search over a legal knowledge base using vector similarity search through an internal Al search platform.
- Supported enterprise security hardening and formal internal security and quality certification requirements for the Al service.
- Containerized and deployed services across multiple environments, enabling consistent delivery on enterprise infrastructure.
- Built a chat-based development and test harness for orchestrating LLM agents and tool integrations across multiple LLM providers, accelerating agent experimentation and validation.
- Built an LLM-as-a-judge evaluation framework to benchmark RAG search quality and measure improvements across retrieval iterations.
- Built a centralized prompt management service for creating, managing, and versioning generative-Al prompts across multiple client applications.
- Built an LLM-driven document processing pipeline that extracts structured data from legal documents and converts it into datasets for evaluation and quality analysis.
- Built a multimodal mobile test automation agent using screenshots, Ul state, and vision-language reasoning to generate structured actions for mobile execution; refactored it into a tool-based architecture for extensibility.
- Researched Al-driven GUI grounding using OCR and fuzzy matching to locate Ul elements from natural-language instructions, including exploration of vision-model-based grounding approaches.
- Built ReAct-based, tool-calling agents with LangChain and LangGraph against an internal LLM gateway for incident-resolution and ticket-automation use cases.
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Education
B.Tech, Computer Science & Engineering
SRM University · 2020 — 2024
Contact details
Contact details
Sreenidhi shares this with people who ask. You'll hear back either way.
What drives their work
The Explorer
Navigates uncharted technical territories, adapting and innovating along the way.
Sreenidhi's superpower
You excel at charting new courses through complex technical challenges, especially when the path is undefined.
How Sreenidhi works
You would thrive in a product-focused team that values innovation, continuous learning, and tackling ambiguous technical problems.
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