Headline

AI/ML Engineer | Accelerating Enterprise AI Adoption & AI-Integrated SDLC | GenAI Solutions

About

I am an AI/ML Engineer dedicated to bridging the gap between cutting-edge Generative AI and scalable enterprise software. My core focus is on embedding AI seamlessly into the SDLC and building the backend infrastructure required to make AI applications reliable, secure, and production-ready. I specialize in backend AI engineering, specifically developing robust API layers with FastAPI and integrating vector databases to support advanced LLM workflows. A major part of my work involves designing and developing end-to-end GenAI solutions—from building custom AI agents and integrating open-source LLMs via Ollama, to establishing the robust frameworks required to deploy reliable AI across diverse enterprise applications. Beyond the architecture, I am deeply passionate about driving AI transformation. Whether I am implementing privacy-preserving federated learning pipelines for AML compliance or prototyping new RAG systems, my goal is always to create reusable accelerators, enable cross-functional teams, and foster an AI-first engineering culture. 🛠️ Core Stack & Focus: GenAI, LLM Evaluation, Python, FastAPI, Chroma, Ollama, Scikit-learn, Federated Learning, AI SDLC.

Location

Indore

Work experience

AI/ML Engineer at Tata Consultancy Services, Mar 2025 - Present · 1 yr 4 mos, Indore, Building scalable, enterprise-grade AI backends and embedding GenAI solutions into standard development workflows. My work focuses heavily on model reliability, LLM evaluation, and secure AI architectures. Key Contributions: • Designed and deployed a generic GenAI testing and validation backend using FastAPI, Chroma, and Ollama to evaluate LLM-based applications across the enterprise. • Implemented advanced evaluation metrics (Answer Relevance, Data Completeness, Data Noise) to actively detect hallucinations and ensure output faithfulness. • Developed federated learning pipelines for enterprise AML compliance systems, enabling privacy-preserving ML model training. • Built LLM-powered agents to summarize complex anomaly detection outputs into actionable, human-readable executive reports.

Software Engineer Intern at VE Commercial Vehicles Ltd., Jun 2023 - Aug 2023 · 3 mos, Dhar, Madhya Pradesh, India, ● Collaborated with cross-functional teams to develop and enhance the company's portal using HTML, CSS, JavaScript, Java Servlets, and JSP. ● Identified and resolved bugs to ensure a seamless user experience. ● Implemented responsive designs and optimized front-end code for improved UI/UX.

Vocational Trainee at Sail Rourkela Steel Plant, Jun 2022 - Jul 2022 · 2 mos, Raurkela, Odisha, India, ● Demonstrated strong understanding of network security, ensuring data and information integrity. ● Developed a comprehensive demo site showcasing temperature maintenance using HTML, CSS, JavaScript, Node.js, and MongoDB. ● Acquired in-depth knowledge of server maintenance procedures and troubleshooting network issues

Content Manager at Medi-Caps University ACM Student Chapter, Oct 2021 - Feb 2022 · 5 mos, Indore, Madhya Pradesh, India, ● Brainstormed with team members to develop new content ideas. ● Prepared timely and accurate reports and analyses of events. ● Demonstrated consistent hard work and dedication to achieve results and improve operations.

Executive Member in Marketing & Management Team at Medi-Caps University ACM Student Chapter, Mar 2021 - Oct 2021 · 8 mos, Indore, Madhya Pradesh, India, ● Thrived in a fast-paced environment with energy and enthusiasm. ● Developed team communications and information for meetings. ● Collaborated with team members to achieve target results.

Youth Leader at Homeflic Wegrow, Feb 2021 - Mar 2021 · 2 mos, Remote, ● Developed strategic road map to get youth engaged in different activities. ● Managed leadership retreats and exclusive events.

Education

Bachelor of Technology, Computer Engineering, Medicaps university