UC Berkeley EECS | Founder @ Lakeshore Labs
I architect AI systems that ship to production, not PowerPoint. From autonomous agents managing 700+ vehicles to RAG systems processing millions of documents, I build what works—and teach your team how to build it too.
Founder & CTO Building AI-Native Solutions
After two decades architecting systems that scale from startups to Fortune 500s, I founded Lakeshore Labs to solve a critical gap: most companies know AI will transform their industry, but they don’t know where to start or how to execute.
We’re not another consultancy selling PowerPoints. We build production AI systems that actually ship. From autonomous agents managing 700+ vehicle fleets across Southeast Asia to RAG systems processing millions of enterprise documents, our implementations drive real revenue and cut real costs.
My journey from UC Berkeley EECS through Silicon Valley engineering leadership taught me that the best technology means nothing if it doesn’t solve business problems. That’s why we focus on pragmatic AI—systems that work today, scale tomorrow, and deliver ROI from day one.
With a deep focus on making AI practical, approachable, and valuable, we partner with enterprise and SME clients across SE Asia and the GCC — guiding them from ideation to deployment, and ensuring long-term success.
If you're exploring how AI can transform your business, I'm happy to connect and discuss!
22+ years architecting AI/ML solutions from startups to Fortune 500s
Built an AI research agent for a major F&B group that synthesizes trends from 100+ data sources, cutting their time-to-insight by 70%. Deployed autonomous content agents for restaurant chains across multiple regions, increasing engagement 3.5× while saving 15 hours of manual work weekly.
Implemented an AI sales co-pilot for a distributor that surfaces opportunities directly in CRM, driving 12% larger orders and 15% faster sales cycles. Created conversational AI for health insurance providers achieving 90% self-service rates and slashing call center volume by 80%. Developed natural language interfaces for distributed IoT systems that reduced on-site support needs by 75%.
Led engineering teams at scale, delivering mission-critical AI/ML solutions
Founded multiple successful AI/tech companies across global markets
Delivered solutions across USA, SEA, GCC, and European markets
Academic excellence from UC Berkeley combined with recognized achievements and continuous learning
B.S. Electrical Engineering and Computer Science
Computer Science
UC Berkeley
Prestigious undergraduate research scholarship
Scientific Research Honor Society
Recognition for excellence in scientific research
Project Manager
Managed team to build second-story classrooms for elementary school in remote Guatemala village
Jan 2008 - Jun 2008
Electrical Engineering Honors Society
Engineering Honors Society
Managed a team to travel to Guatemala and build second-story classrooms for overflowing elementary school in remote village
Teaching software development for the Blockchain
B.S. in EECS with Honors
Transfer from DVC
Computer Science Foundation
81+ skills across AI, cloud, and engineering domains
Deep technical expertise across the entire AI stack, from strategy to implementation
Custom intelligent agents for complex business processes, multi-agent orchestration, and autonomous decision-making systems.
End-to-end workflow automation with AI-powered decision making, document processing, and seamless system integration.
Retrieval-Augmented Generation implementations, vector databases, and enterprise knowledge management systems.
Scalable AI infrastructure, microservices architecture, and cloud-native deployment strategies for production AI systems.
From strategy to implementation - complete AI adoption for your organization
Stop wondering if AI can transform your business. In our strategy sessions, we identify your highest-impact use cases, evaluate your tech stack readiness, and build a pragmatic roadmap that delivers ROI in quarters, not years. No buzzwords, just actionable plans backed by real implementation experience.
Your business processes are unique. Cookie-cutter AI won't cut it. We build custom agents that understand your domain, integrate with your systems, and handle your edge cases. From architecture design through production deployment, we deliver agents that actually work in the real world.
Enterprise AI isn't just about the algorithms—it's about security, compliance, scale, and integration with legacy systems. We handle the full stack: infrastructure setup, security hardening, system integration, and the organizational change management that makes adoption stick.
The best AI strategy fails if your team can't execute it. Our training goes beyond theory—we teach your engineers to build, your managers to lead AI initiatives, and your executives to make informed decisions. Hands-on workshops, custom curriculum, and ongoing support ensure knowledge transfer that lasts.
Real-world AI implementations delivering measurable business impact
When a logistics company across Southeast Asia needed to manage 700+ vehicles in real-time, we didn't just track GPS dots. We built predictive AI that anticipates maintenance needs, optimizes routes based on traffic patterns, and detects fuel theft before it impacts the bottom line. Result: 40% cost reduction in the first year.
Leading a team of six engineers, I architected the brain of an autonomous hamburger-making robot. This wasn't just automation—it was coordinating dozens of sensors, motors, and control systems to maintain food safety standards while matching human speed. The system now runs at 85% automation with AI handling quality control in real-time.
A Fortune 500 company was drowning in 10 million documents across legacy systems. We built a RAG system that doesn't just search—it understands context, surfaces insights, and learns from user interactions. Query response times dropped 60% while accuracy improved dramatically. Their knowledge workers now spend time analyzing, not searching.
Get a free AI readiness assessment and strategic consultation. Let's discuss how AI agents and automation can drive your business forward.
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