Headline

ML/AI Engineer | Generative AI Consultant | Bridging Tech & Business | Building Human-Centered AI Solutions

About

AI Solutions Architect with 10+ years of experience designing and scaling production-grade AI and Generative AI systems across Financial Services, Manufacturing, and HealthTech. Delivered ₹300Cr+ business impact through AI-driven automation, predictive systems, and LLM-powered platforms serving 50,000+ users. Specialized in Generative AI, including RAG architectures, multi-agent systems, and enterprise AI governance. Strong experience building scalable, compliant AI systems in regulated environments, with a focus on reliability, performance, and real-world impact. I’m currently seeking remote, globally focused roles in AI consulting or product-driven transformation, where I can help organizations operationalize AI at scale and build sustainable competitive advantage.

Location

Mumbai

Work experience

Machine Learning Engineer/ Gen AI at Yash Birla Group, Apr 2020 - Present · 6 yrs 2 mos, Mumbai Area, India, Advised business leaders on opportunities for AI adoption in personalization, inventory management, and automation, shaping product roadmaps and investment priorities. Designed and deployed enterprise-scale LLM systems that improved segmentation accuracy by 25%, lifted customer engagement by 30%+, and optimized inventory planning for faster, data-driven decisions. Built full-stack ML & Generative AI workflows for image synthesis, speech generation, and content creation, enabling new digital products and customer-facing solutions. Partnered with cross-functional teams (product, marketing, operations) to align AI solutions with strategic business objectives, ensuring measurable ROI and adoption across business units. Mentored junior engineers and guided non-technical teams in understanding AI capabilities, fostering organization-wide awareness of Generative AI potential. Led end-to-end AI delivery from proof-of-concept to live deployment in cloud-native environments, balancing technical scalability with business value.

Software Engineer at Yash Birla Group, Mar 2019 - Apr 2020 · 1 yr 2 mos, Mumbai, Maharashtra, India, Collaborated with product and business teams to identify gaps in existing workflows and proposed AI-driven improvements. Developed data pipelines and statistical models that translated into business-ready dashboards, enabling faster decision-making across non-technical teams. Partnered with senior leaders to map technical outputs to business KPIs, laying the foundation for enterprise AI adoption.

Education

Postgraduate Degree, Artificial Intelligence And Machine Learning, International Institute of Information Technology Bangalore

Bachelor of Engineering (B.E.), Computer Science and Engineering, Amravati University

Public links

github: https://github.com/RupaliChawann