Muskan Chaddha

WORK HISTORY

EDUCATION

ABOUT MUSKAN CHADDHA

I’m a Senior Data Scientist and AI Product Strategist with 5+ years of experience, currently at JPMorgan Chase, where I lead the end-to-end design and delivery of enterprise-grade machine learning and LLM-powered platforms that transform how CIB teams operate, analyze, and make decisions.I specialize in building intelligent, user-centric solutions that combine advanced analytics, multi-agent orchestration, and platform thinking. My work bridges the gap between technical innovation and business impact. Key accomplishments include:Retail demand forecasting engine with 90%+ accuracy, enabling data-driven inventory planning and improving operational efficiencyChat With Data – a conversational AI assistant with a bot-based UI integrated into dashboards, empowering 200+ users to query data using natural language, reducing manual reporting time by 30%LLM-driven content generation and summarization tools, streamlining client communications and accelerating internal decision-makingThese solutions are built with enterprise-grade governance and compliance safeguards, including prompt validation, audit logging, and defenses against prompt injection—ensuring regulatory alignment and secure deployment.I bring deep expertise in multi-agent orchestration (LangGraph), schema-aware retrieval, prompt engineering, RAG architectures, SQL guardrails, and AI governance. I collaborate with engineering, risk, and operations teams to ensure alignment with product roadmaps, compliance, and adoption goals.As a strategic and execution-focused leader, I define product vision, shape MVPs, manage agile backlogs, and drive A/B testing and feedback loops to optimize performance and value. I also mentor junior team members and lead experimentation on agent design and retrieval techniques to future-proof AI solutions.Previously at Capgemini, I led predictive modeling and analytics programs that achieved a 20% reduction in operational costs across BFSI and retail domains through precise execution and stakeholder alignment.Core StrengthsAI Product Strategy | LLM Orchestration (LangGraph)| Prompt Engineering | RAG Architectures | Forecasting | Governance & Compliance | Product Roadmapping | SQL Guardrails | A/B Testing | ROI Modeling | Cortex AI | Collaboration | Platform Scaling | Team MentorshipI hold a B.Tech in Computer Science and am actively exploring leadership roles, such as Senior Data Scientist, AI Product Manager, or AVP – Data Science, to drive AI product innovation and deliver measurable business impact at scale. Currently exploring senior AI roles in the UAE.