Headline

Senior Engineer AI/ML @ Havells | GenAI, RAG, AI Agents & LLM Applications | PyTorch, FastAPI, LangGraph, FAISS | Building Scalable Full-Stack AI Products from Prototype to Production

About

I build production-ready AI systems across GenAI, RAG, AI agents, machine learning, and full-stack AI applications. My focus is on converting AI ideas into reliable products with scalable APIs, intuitive interfaces, traceable workflows, and measurable business impact. I’m currently working as a Senior Engineer – AI/ML at Havells, where I develop enterprise AI solutions for HR automation, market intelligence, student evaluation, engineering prediction, and internal productivity using Python, FastAPI, LangGraph, PyTorch, Copilot Studio, Power Automate, SharePoint, and Teams. Some of my measurable impact includes: • Delivered 4+ GenAI and AI-agent solutions, reducing manual review and research effort by 40%. • Improved engineering prediction accuracy by 18–22% . • Reduced design-evaluation turnaround and inference latency by 35%. • Built AI applications used by 30+ engineers. • Automated evaluation of 10+ 3D design configurations per week. Along with my industry work, I have built AgentFlow, Agentic AI Code Review Bot, Nexora, HireFit, and Market Insight AI Agent, covering multi-agent orchestration, RAG, code review, resume intelligence, and tool-based research. I’m open to Senior AI/ML Engineer, AI Engineer, GenAI Engineer, Machine Learning Engineer, RAG Engineer, and AI Agent Developer roles focused on building scalable and production-ready AI products.

Location

Noida

AI stack

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claudecode

Work experience

Senior Engineer at Havells India Ltd, Apr 2026 - Present · 5 mos, Built and delivered 4+ enterprise GenAI and AI-agent solutions across HR, market intelligence, student evaluation, and internal productivity, reducing manual review and research effort by 40%+. Developed MarketPulse using Copilot Studio, Power Automate, SharePoint, and Teams to automate competitor monitoring, alerts, weekly digests, leadership reports, and AI-assisted Q&A. Designed reliable agentic workflows using retrieval, memory, prompt orchestration, tool calling, scoring, reviewer layers, traceability, and human approval, converting business requirements into 6+ production-ready workflows, APIs, and dashboards.

AI ML Engineer at Havells India Ltd, Jul 2025 - Mar 2026 · 9 mos, Built PyTorch models for fan air-delivery, velocity, and pressure prediction, improving engineering prediction accuracy by 18–22%. Developed LED thermal-prediction models and automated inference workflows, reducing design-evaluation turnaround by 35%. Optimized a Tri-Branch PointNet inference pipeline using preprocessing, feature scaling, Scikit-learn, and Joblib, reducing end-to-end latency by 35%. Built internal applications using Flask, React, VTK.js, and REST APIs, enabling 30+ engineers to evaluate 10+ 3D design configurations per week.

Engineer Intern at Havells India Ltd, Jan 2025 - Jun 2025 · 6 mos, Developed internal engineering applications using .NET, C#, ASP.NET, and WinForms, improving workflow usability and reducing manual process effort. Built backend logic and UI components for internal tools, enabling non-technical users to handle engineering workflows more efficiently. Collaborated with engineering teams to gather requirements and deliver deployable internal applications aligned with real-world business use cases.

Simulation Engineer at I Prime Skill, Jul 2021 - Aug 2021 · 2 mos, Pune Division, Maharashtra, India, Performed process simulations using DWSIM to analyze temperature, pressure, and flow behavior across chemical engineering systems, strengthening simulation, modeling, and analytical problem-solving skills.

Student Member at AIChE - American Institute of Chemical Engineers, Jan 2019 - May 2022 · 3 yrs 5 mos, India, Active Student Member of AIChE - American Institute of Chemical Engineers, engaging in technical discussions, workshops, and industry-oriented learning initiatives. Participated in technical workshops, engineering discussions, and academic learning activities, building early foundations in analytical problem-solving and systems thinking.

Education

Master of Technology - MTech, Computer Science, National Institute of Technology Hamirpur-Alumni

Bachelor of Technology - BTech, Chemical Engineering, Institute of Engineering and Technology