I help organizations build AI systems, scale analytics capabilities, and make data-driven decisions at enterprise scale.
Background
Lead Data Scientist with 5+ years building machine learning systems and analytics infrastructure. Experience across clean transportation, real estate, e-commerce, and education. MS Business Analytics, UC Irvine. Currently: advisor, educator, technical consultant.
Key Experience
Engineering
- ML systems & predictive modeling
- Data pipelines & infrastructure
- Full-stack analytics platforms
Leadership
- Analytics strategy & roadmaps
- Cross-functional team building
- Data-driven culture development
Teaching
- Graduate database systems
- Data strategy curriculum
- Industry mentorship
Technical Expertise
Core Competencies
- Machine Learning & Predictive Modeling
- SQL & Relational Database Design
- Statistical Analysis & Experimentation
- Data Engineering & Pipeline Development
Technologies
- Python, Pandas, Scikit-learn
- AWS, GCP, Data warehousing
- JavaScript, Java, SQL
- BI tools & analytics platforms
Industries
- Clean Transportation & Sustainability
- Real Estate & Housing Analytics
- E-commerce & Marketplace Intelligence
- Higher Education & EdTech
