AI Engineering · Solutions Architect · Cloud Architecture
AI engineer and solutions architect with a background in cognitive neuroscience and business analytics. I build agentic AI systems, cloud infrastructure, and data pipelines that are technically robust and genuinely human-centered.
Explore
As young as I can remember, my favorite question: why do people think the way they do? That curiosity pulled me through a bachelor in Psychology and Cognitive Neuroscience at Cal Poly SLO and an M.S. in Business Analytics, where I discovered that data could tell the same stories about human behavior that lab experiments could; now just at a much bigger scale.
These days I build agentic AI systems at Amazon AGI. I get to bring everything together: the neuroscience background that helps me think about how intelligence actually works, the engineering craft to ship production LLM pipelines at scale, and the people instincts that make sure what I build is genuinely useful. When I'm not writing code, I'm probably mentoring students, presenting leadership workshops, or digging into a research paper that caught my eye.
Languages & Frameworks
- Python
- TensorFlow / PyTorch
- SQL
- JavaScript
Cloud & Infrastructure
- AWS (Solutions Architect)
- Azure
- Docker
- CI/CD Pipelines
AI & Data
- LLM Deployment & Safety
- RAG Pipelines
- NLP / ML Engineering
- ETL & Data Governance
Human Sciences
- Cognitive Neuroscience
- Behavioral Analytics
- UX Research Methods
- Human-Centered Design
Understanding People
You can't build for humans if you don't understand them.
Cognitive Neuroscience Research
Cal Poly SLO — Memory & Cognition Labs
Three research projects showcasing deep analytical skills and qualitative data analysis rigor across different labs and industries:
I learned that understanding people wasn't enough — I wanted to reach more of them...
Leadership Consultant & Facilitator
Center for Leadership, Cal Poly SLO
Delivered 20+ communication and negotiation cohorts to 300+ students. Learned how to move people through words, data, and presence.
Leading communities taught me what motivates people at scale...
Sales Management — Tier-One Accounts
PepsiCo
Managed 15 enterprise accounts including Walmart. Drove 4.2% revenue lift in 7 weeks. Discovered that every sale is really about understanding someone's problem.
I realized data could tell the same human stories — just at 100x the scale...
Translating Insight into Systems
Making the invisible visible through data.
Data Governance & Predictive Modeling
Cal Poly SLO
Built predictive models across 200K+ records improving forecast accuracy by 28%. Designed data governance frameworks adopted by 4 university departments.
Patterns in data led me to patterns in behavior — and I wanted machines to see them too...
ML Engineering & Data Pipelines
F5 Inc
Deployed 12 production ML models for network traffic classification achieving 94% accuracy. Automated retraining pipelines reduced model drift incidents by 35%.
Now I could build models — but could I make them truly useful for real people?
AIOps Analytics & RAG Pipelines
Claritas
Designed RAG pipelines ingesting 500K+ documents with 92% retrieval accuracy. Cut manual data processing time by 60%. Made AI accessible to non-technical teams.
Understanding people + building systems = architecture that serves everyone...
Building Intelligence
Architecture that's technically excellent because it's human-informed.
Cloud-Hosted Agentic Systems
ISACA
Architected multi-agent workflows on Azure serving 3,000+ users. Reduced inference latency by 40% through containerized orchestration and auto-scaling.
Scaling AI for thousands meant every design decision had to center the human experience...
Agentic AI Operations
Amazon AGI
Built and shipped agentic AI evaluation frameworks across 50+ LLM safety benchmarks. Deployed production pipelines processing 1M+ daily inferences with 99.9% uptime on AWS.
Solutions Architect
Every role taught me a different way to see people. Now I build systems that see them too.
Research
Demystifying AI Assurance Workshop
Practical approaches for secure AI assurance. Published in SPIE Conference Proceedings.
Fresh From the Lab
Featured research highlight from Cal Poly's College of Liberal Arts.
Frontiers in Education 2024
Workshop presentation at the FIE 2024 conference.
Leadership & Community
Data Engineering Advisor
UC San Diego, Skaggs School of Pharmacy & Pharmaceutical Sciences - Developed reproducible Python/R pipelines to model treatment effects and identify multi-year trends in health outcomes using large-scale MEPS data.
Executive National Director of Governance & Compliance
Hack4Impact - Directed compliance for fintech and payment partnerships across 100+ nonprofits and 18 chapters, increasing partnerships by 11%.
Advisory Board Chair
Cal Poly Partners Dining Committee - Analyzed & audited multi-million-dollar annual budgets, ensuring financial sustainability and value for 22,000+ students.
Leadership Consultant & Facilitator
Center for Leadership - Delivered 20+ communication and negotiation cohorts to 300+ students annually with 95% satisfaction and cultivate high certifcation outcomes.
AWS Certified Cloud Practitioner
AWS Certified AI Practitioner
Databricks Generative AI Fundamentals
Anthropic AI Fluency: Framework & Foundations