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
An Huynh
An Huynh AI Engineer @ Amazon AGI Boston, MA

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
Chapter 1

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:

Daydreaming: Impact of Diversion Paradigm on Memory Encoding & RetrievalBreaking the Binary: Transforming Pedagogy & Culture of Engineering in Higher EdSocial Problems: Perspectives of People Behind Bars
Empathy

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.

CommunicationPersuasionFacilitation
Influence

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.

Enterprise SalesAccount Planning
Community

I realized data could tell the same human stories — just at 100x the scale...

Chapter 2

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.

PythonSQLPower BI
Pattern Recognition

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%.

TensorFlowPyTorchAWS
Systems Thinking

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.

RAGETLLLM Evaluation
Trust Design

Understanding people + building systems = architecture that serves everyone...

Chapter 3

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.

PythonAzureDocker
Scale

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.

PythonAWSLLM Safety
Architect
Empathy Influence Community Pattern Recognition Systems Thinking Trust Design Scale Architect

Solutions Architect

Every role taught me a different way to see people. Now I build systems that see them too.

AWS Certified Cloud Practitioner AWS Certified Cloud Practitioner
AWS Certified AI Practitioner AWS Certified AI Practitioner
Databricks Generative AI Fundamentals Databricks Generative AI Fundamentals
Anthropic AI Fluency: Framework & Foundations Anthropic AI Fluency: Framework & Foundations

Any of this sound interesting? Let's connect!