Huy Lê — Watercolor portrait

Huy Lê

(Gavin)
Resume

Who is Gavin?

Over the past 15 years, I've walked a path that took me from writing my first lines of code for Japanese enterprise clients to architecting AI-powered product ecosystems that serve hundreds of thousands of users.

Along the way, I led a 15-person team that built Vietnam's leading ebook platform from scratch, growing it to 500,000 users. I co-founded ventures that drove multi-billion VND in daily revenue and served 30,000+ customers with marketing costs under 8% of total revenue.

Today, I'm pioneering what I call "Agentic Products" — integrating Multi-Agent AI systems into enterprise workflows to fundamentally change how products are built and delivered. It's the most exciting chapter yet.

Watercolor illustration — the intersection of code and product
0+Years Experience
0K+Users Built
0+Products Shipped
0B+VND Daily Revenue

The Evolution

A progression from writing code to architecting AI-powered products — every chapter built upon the last.

Chapter 12011 — 2013

The Engineering Foundation

Where discipline meets craftsmanship

Software Engineer

Aureole Information Technology Inc.Jul 2011 — Aug 2013

The journey started in a room full of Japanese engineering standards. As a Bridge Engineer for Softbank and Mitani Group, I learned that great products start with great discipline — managing project tasks and resource allocation so precisely that final project costs never exceeded the initial budget by more than 15%. That rigor became the foundation for everything that followed.

Bridge SE for Softbank & Mitani Group15% budget precision on all projects
Chapter 22013 — 2015

The Mobile Revolution — Team Leader

From writing code to leading people

Mobile App Leader

Tiki CorporationAug 2013 — Jul 2015

Tiki was where code turned into leadership. I took charge of a 4-person technical team, establishing the product quality standards and strategic problem-solving approaches that would define Tiki's mobile experience during its critical early growth phase.

Led a 4-person mobile team at Tiki
Chapter 32015 — 2016

The Mobile Revolution — Product Builder

Zero-to-One: building Vietnam's leading ebook platform

Head of Mi Ki — Digital Content

Tiki CorporationAug 2015 — Nov 2016

Then came the moment that changed everything. I was given a blank page and told to build Vietnam's leading ebook platform. Leading a 15-person cross-functional team, we built Mi Ki from zero to 500,000 users — driving product stickiness through gamification features like a prepaid wallet system and tiered loyalty rewards. We optimized user acquisition so aggressively that our Cost Per Install dropped to just $0.38, partnering with 80 of Vietnam's largest publishing houses and securing over 500 exclusive titles. This was the first time I proved that "Zero-to-One" wasn't just a buzzword — it was something I could actually do.

500,000 users from zero$0.38 CPI80 publisher partners500+ exclusive titles
Chapter 42018 — 2025

The Entrepreneurial Leap — GREEN FOOD

From digital strategy to survival during a pandemic

Head of Digital & Co-Founder

GREEN FOODAug 2018 — Apr 2025

When COVID-19 shut down Ho Chi Minh City, our organic food business became one of only 13 authorized enterprises allowed to operate. That wasn't luck — it was the result of investing early in digital infrastructure. I architected a proprietary centralized ERP/CRM system to scale a premium organic food business to 3 branches, acquired 30,000+ high-value customers with an average order value of 500,000 VND, and kept marketing costs under 8% of total revenue while sustaining a 48%+ Net Retention Rate through 2023-2024.

1 of 13 authorized operations during COVID30,000+ customersAOV 500,000 VNDMarketing cost <8% of revenue
Chapter 52018 — 2025

The Venture Builder — Green Studio

Building products that solve real problems

Head of Product & Co-Founder

Green StudioAug 2018 — Sep 2025

In parallel, I built Green Studio as a tech venture builder using the Build-Operate-Transfer (BOT) model — consistently maintaining contract margins above 40% while leading a 12-person cross-functional team across multiple simultaneous products. From AI-driven smart vending machines to cross-border SaaS platforms, every project taught me something new about building products that solve real problems.

>40% contract margins12-person cross-functional teamBOT model execution
Chapter 62025 — Present

The AI Product Leader

Architecting the future with agents

Sr. Product Manager → Head of Product

Dream TalentSep 2025 — Present

Now I'm spearheading the transition to an AI-native operational model — architecting what I call "Agentic Products" across key business verticals. This means designing Multi-Agent AI systems where specialized agents work together: Market Intelligence agents, Lead Enrichment agents, Real-time Compliance agents. We've deployed these across PropTech, InsuraTech, and enterprise HR — supporting 120+ telesales agents and reducing human intervention by 50%+ for periodic operations. I use Agentic Coding workflows to rapidly deploy Proof of Concepts, cutting Time-to-Market from months to days.

120+ agents supported50%+ reduction in human interventionPoC deployment in days, not months

Every Project Tells a Story

From building Vietnam's first ebook platform to pioneering Multi-Agent AI systems — each project shaped how I think about products today.

Mi Ki — Digital Content Platform — watercolor illustrationMobile
Tiki Corporation2015 — 2016

Mi Ki — Digital Content Platform

Starting from a blank page, I led a 15-person team to build Vietnam's leading ebook platform. We partnered with 80 major publishers, secured 500+ exclusive titles, and drove gamification features — a prepaid wallet, tiered loyalty rewards — that turned casual readers into loyal users.

500Kusers
Phu Quoc Express Ticketing — watercolor illustrationFinTech
Green Studio2019

Phu Quoc Express Ticketing

Built a large-scale ticketing system for one of Vietnam's busiest island transport routes. Processing billions of VND daily with complex multi-agent debt reconciliation — the kind of financial infrastructure that runs silently in the background but would cause chaos if it ever stopped.

3B VNDdaily sales
Smart Vending Machine — watercolor illustrationAI / IoT
Green Studio2025

Smart Vending Machine

A Zero-to-One R&D project where AI meets industrial hardware. Using what I call "Vibe Code" methodology — AI as an engineering teammate, not just a tool — we pioneered agentic coding workflows to bring an AI-powered vending machine from concept to prototype faster than any traditional approach.

0→1Zero to One
Wisepass & Talaria — watercolor illustrationSaaS
Green Studio2019 — 2021

Wisepass & Talaria

Cross-border SaaS POS system for the beauty industry, bridging Vietnamese and Korean salon management workflows. It taught me that the hardest product problems aren't technical — they're cultural, and the best solutions respect both sides.

2markets
PropTech Digital Exchange — watercolor illustrationAI
Dream Talent2025 — Present

PropTech Digital Exchange

A next-generation real estate platform powered by Multi-Agent AI — with specialized agents for Market Intelligence, Lead Scoring, and 24/7 customer engagement. This is what I mean by "Agentic Products": systems where AI doesn't just assist, it actively participates.

Multi-AgentAI architecture
InsuraTech CRM — watercolor illustrationAI
Dream Talent2025 — Present

InsuraTech CRM

A robust agentic CRM pipeline supporting 120+ telesales agents with AI-driven lead enrichment and real-time compliance monitoring. We reduced manual intervention by 50%+ — freeing human agents to do what they do best: build relationships.

120+agents supported
Green Food — Premium Organic — watercolor illustrationE-Commerce
Green Food2018 — 2025

Green Food — Premium Organic

Co-founded and scaled a premium organic food business through three physical branches and a digital-first operations model. During COVID-19, we were selected as 1 of only 13 enterprises authorized to operate in Ho Chi Minh City — direct proof that digital infrastructure investment pays off when it matters most.

30K+customers
Drone VR Advertising — watercolor illustrationAdTech
Green Studio2018

Drone VR Advertising

An early experiment in immersive advertising — using drone-captured aerial footage to create VR-ready promotional content. It didn't become a billion-dollar company, but it sharpened my instinct for spotting which emerging technologies are ready for market and which need more time.

VRimmersive content
Enterprise Multi-Agent Tools — watercolor illustrationAI
Dream Talent2025 — Present

Enterprise Multi-Agent Tools

A suite of internal tools where specialized AI agents handle HR assessment scoring, personalized learning paths, internal communications, and operational workflows. These aren't chatbots — they're thinking agents that reduce repetitive work and amplify human decision-making.

50%+less manual work
SeedSCORE — watercolor illustrationHR Tech
Dream Talent2025 — Present

SeedSCORE

An AI-powered talent assessment platform that matches graduates to their ideal career paths using multi-dimensional scoring. Think of it as a GPS for early-career professionals — it doesn't tell them where to go, but it helps them understand where they'd thrive.

AItalent matching

Core Competencies

Skills honed across 15 years of building products — from code to strategy, from mobile to AI.

Product Leadership

Product Leadership

7 skills
Product Strategy & RoadmapCross-functional Leadership
  • Product Strategy & RoadmapExpert
  • P&L OwnershipExpert
  • Go-to-Market (GTM)Expert
  • Agile / Scrum at ScaleAdvanced
  • Cross-functional LeadershipExpert
  • BOT Model ExecutionAdvanced
  • Stakeholder ManagementAdvanced
Technology & Architecture

Technology & Architecture

7 skills
System Architecture DesignMobile Development (iOS/Android)
  • System Architecture DesignExpert
  • Mobile Development (iOS/Android)Expert
  • API Design & IntegrationAdvanced
  • IoT & Hardware EcosystemsIntermediate
  • SaaS Platform EngineeringAdvanced
  • FinTech & Payment SystemsAdvanced
  • Algorithm DesignAdvanced
AI & Agentic Systems

AI & Agentic Systems

7 skills
Multi-Agent AI SystemsAgentic Workflow DesignVibe Coding / AI-Assisted Dev
  • Multi-Agent AI SystemsExpert
  • Agentic Workflow DesignExpert
  • AI Governance & GuardrailsAdvanced
  • Vibe Coding / AI-Assisted DevExpert
  • Model Context Protocol (MCP)Advanced
  • API OrchestrationAdvanced
  • Prompt EngineeringAdvanced
Business & Growth

Business & Growth

7 skills
Zero-to-One Product GrowthTech Venture Building
  • Zero-to-One Product GrowthExpert
  • Revenue & P&L OptimizationExpert
  • Customer Acquisition & CACAdvanced
  • Subscription & Retention ModelsAdvanced
  • Gamification DesignAdvanced
  • Data-Driven MarketingAdvanced
  • Tech Venture BuildingExpert
"
AI doesn't replace people — AI amplifies human capability through products.
"

Gavin

Let's Build Something Meaningful

Whether you're looking for a product leader, exploring a partnership, or just want to chat about AI and product strategy — I'd love to hear from you.