Nimish Patil | Notion

AI/ML/Data Science Consulting

With a decade of experience at the forefront of AI, data science, and machine learning, I specialize in designing, building, and deploying scalable AI solutions. My expertise spans data modeling, AI infrastructure, and end-to-end ML model deployment, with a proven track record of delivering impactful solutions across robotics, autonomous systems, fintech, and supply chain optimization.

Core Competencies:

AI Infrastructure & ML Ops: Architecting scalable pipelines, metadata tracking, and lineage tracing for robust AI deployments.
Data Science & Predictive Modeling: Leveraging machine learning for real-time decision-making in high-stakes environments.
End-to-End AI Deployment: Designing and optimizing ML systems for operational efficiency and performance.
Enterprise AI Strategy: Guiding organizations in leveraging AI for competitive advantage, from research to production.

Professional Experience:

CEO, Enviate – Led AI strategy, system architecture, and product development for a Robotics Validation & Verification copilot suite. Designed scalable AI pipelines, defined model evaluation frameworks, and developed ML-powered testing infrastructure for autonomous systems.
Engineering Manager, Pandion – Led AI-driven supply chain optimization, improving package routing efficiency and reducing costs.
Data Scientist, Stitch Fix – Built ML systems for fashion personalization, including generative AI for custom SKU creation.
Data Scientist, Cruise & Tesla – Developed patented autonomous vehicle AI systems, including probabilistic heatmaps for self-driving safety and high-accuracy GPS-based HD mapping.

Patents & Innovations:

Autonomous Vehicle Route Optimization: Developed a patented system to improve AV navigation and safety.
AI-Driven Reliability Monitoring: Created an AI-powered predictive maintenance system for electric vehicles, now deployed in Tesla Model 3s.

With a deep understanding of AI infrastructure, predictive modeling, and scalable machine learning deployment, I help organizations unlock the full potential of AI-driven solutions. Let’s connect and explore how AI can transform your business.