AI Implementation & Solutions Architecture
Transform your business with strategic AI implementation and data-driven growth
Built on 8+ years of enterprise and startup experience, including AI systems development at a top U.S. retailer with $15B+ in annual revenue.


Strategic AI Implementation for Business Growth
I help businesses identify, implement, and scale AI solutions that drive measurable revenue growth. Whether you need AI architecture guidance, implementation leadership, or strategic consulting, I bridge the gap between cutting-edge technology and business outcomes.
Services:
- AI Solutions Architecture & Implementation
- Large Language Model (LLM) Integration
- Custom AI/ML System Development
- Data Analytics & Business Intelligence
- AI Strategy Consulting
Enterprise-Tested AI Implementation Experience
Drawing from experience at major retailers and tech startups, I bring:- Proven track record of AI implementations driving 58% revenue equivalents
- Experience building embedded AI systems with 95% accuracy
- Success leading digital transformation initiatives
- Deep expertise in LLMs, RAG, computer vision, and predictive analytics

About Your AI Implementation Partner

With a Master's in Computer Science from UIUC (top 5 CS program) and hands-on experience from startups to Fortune 500s, I combine deep technical expertise with practical business acumen. My background spans embedded AI systems, self-driving prototypes, and LLM implementations, always focused on delivering measurable business results.
Proven Implementation Methodology
Strategic Assessment
We identify high-impact AI opportunities aligned with your business goals
Architecture & Design
Custom solution design leveraging appropriate AI technologies and cloud infrastructure
Implementation Leadership
Hands-on guidance through development, testing, and deployment
Measurement & Optimization
Clear metrics and continuous improvement to maximize ROI
Case Studies and Testimonials
1. Implementation Success Stories
Note: results can vary since every team and company is different.
Project Focus | Results |
---|---|
AI-Driven Analytics | +58% revenue equivalent growth. |
Enterprise Platform | $26M/year revenue unlock, $2.2M cost savings |
ML Integration | 95% accuracy in production systems |
Digital Transform | 2-3x sales growth, 80% KPI improvement |
2. Testimonials & Success Stories
"Allan is an amazing partner! He quickly responds, streamlines processes, and always exceeds our expectations. I'm thrilled when he's on a project; we're in good hands."
Rebekkah, Retail Finance Manager
"Allan anticipates business needs and delivers the best solutions. He went above and beyond, quickly creating a tool that enhanced our retail sales floor experience."

Duong, Retail Project Manager