Mownisa. V
AI/ML Engineer with hands-on experience building Generative AI applications
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About
AI/ML Engineer with hands-on experience building Generative AI applications using LLMs, RAG pipelines, and multi-agent systems. Skilled in Python, FastAPI, LangChain, LangGraph, and Model Context Protocol (MCP) for developing scalable, production-style AI workflows with prompt engineering and human-in-the-loop (HITL) validation. Strong foundation in backend development and API integration, seeking to apply applied GenAI engineering skills in a fast-paced startup environment.
Experience
AI Platform Engineer – Trainee - Ava Software Private Limited - Chennai, India
(2025-12 - 2026-04)
- Developed Generative AI applications using LLMs, RAG pipelines, and multi-agent systems built with LangChain and LangGraph, contributing to 4+ production-style use cases
- Built stateful, multi-step AI workflows using MCP, integrating tools, prompts, resources, and guardrails, with HITL checkpoints for real-time data handling
- Improved application response quality through prompt engineering, structured outputs, response streaming, and HITL validation
Code Boffins Intern - Pinesphere - Coimbatore, India
(2024-09 - 2024-11)
- Developed responsive web interfaces using HTML, CSS, JavaScript, and React.js; built and deployed a Netflix-clone application with third-party REST API integration for frontend-backend data communication
Education
Bachelor of Engineering (B.E.) - Computer Science and Engineering - Dr. N.G.P. Institute of Technology (2026-03)
HSC - Kongu Vellalar Matriculation Higher Secondary School (2022-06)
