Role Overview
Lead technical consultant for Fortune 5/20 teams, specializing in AI-driven engineering solutions with a focus on multiphysics prediction, large-scale optimization, and client-facing AI applications.
Key Achievements
- Delivered 5–10x ROI as lead technical consultant for Fortune 5/20 teams, quadrupling licenses in one year
- Qualified AI PoCs with clients, leading technical validation and impact-driven adoption
- Deployed user-facing apps for Pareto-optimal design exploration, saving $200k+/year via model-driven decisions
Technical Contributions
Zero-Shot Hybrid Models
Developed zero-shot hybrid models for multiphysics prediction by integrating:
- Physics-informed features
- Deep learning architectures
- Tabular ensembles
- Achieved up to 99% accuracy in select out-of-distribution tasks
Large-Scale Training Optimization
- Optimized training on 100 GB+ datasets
- Reduced cloud-based training times by up to 80%
AI Integration & Deployment
- Developed RAG-powered AI assistants and MCP AI agents for custom product integration
- Containerized with Docker for scalable deployment
- Designed for seamless Azure CI/CD integration
Leadership
Led technical execution and business strategy by translating ML insights into executive-ready narratives, bridging the gap between technical innovation and business value.