Ronak Kotak
VP, Product Manager – Data & AI Platforms | Enterprise Scale Systems | AI/ML Driven Workflows | GenAI and Document Intelligence | Agentic AI | JPMorgan Chase
- Role
- Product Owner Ai Ml (Vice President) at JPMorganChase
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Ronak Kotak
I’m a VP, Product Manager building and scaling data and AI platforms that transform unstructured inputs into reliable, structured systems at enterprise scale. My focus is on platform foundations rather than surface features — where correctness, governance, and long-term maintainability matter most.At JPMorgan Chase, I own end-to-end product strategy and delivery for AI-powered document intelligence and data platforms supporting a large, multi-team loan servicing ecosystem. My work sits below the UI layer, spanning data ingestion, classification, extraction, normalization, schema consistency, validation, and platform reliability.1. Led product strategy for an AI-driven document intelligence platform processing 150K+ financial PDFs per month, increasing automated extraction coverage from ~40% to 85% and significantly reducing manual processing.2. Designed canonical schemas and data models, enabling reuse across 5+ downstream analytics and reporting workflows and reducing reconciliation and rework by 30–40%.3. Architected end-to-end AI and data pipelines (ingestion → extraction → validation → storage → APIs), improving throughput by 2X and enabling near-real-time data availability.4. Established model evaluation frameworks and human-in-the-loop review workflows, driving a 20–25% improvement in extraction accuracy and faster model iteration.5. Improved scalability and reliability through cloud architecture and monitoring, supporting 99.9%+ pipeline uptime for high-throughput workloads.6. Enabled 6–8 internal teams through shared platform capabilities, reducing duplicate development effort by ~35%.My strength lies in translating business objectives into robust, scalable technical systems. I work closely with engineering, data science, infrastructure, and operations teams to design cloud-native, API-first platforms that are compliant, observable, and extensible by default.
Experience
Product Owner Ai Ml (Vice President)
Apr 2025 — Present
Education
Gujarat Technological University (GTU)
Bachelor of Engineering - BE, Mechanical Engineering
2010 — 2014
Symbiosis Institute of Business Management (SIBM) Bengaluru
Master of Business Administration - MBA, Operation Management
2016 — 2018
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