ML Lead · AI Architect · Edge & Cloud
I build AI that ships — from the edge to the cloud.
On-device inference where privacy and latency decide it; scalable cloud serving where reach and throughput do. Architected on the economics, not the hype — and shipped as open-source tools engineers worldwide actually run.
- Flagship OSS
- AnyLabeling
- 3.2k★
- Focus
- Edge ↔ Cloud AI
- inference economics
- Lab
- Neural Research Lab
- @nrl ↗
- Shipping
- Since 2016
- open-source by default
- 70+
- Blog Posts
- 25+
- Projects
- 4K+
- GitHub Stars
- 8+
- Years Coding
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Projects
AI tools, computer vision systems, and open-source work I have shipped.
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My background, what I work on, and how I got into software and AI.
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My work on GitHub — tools and libraries used by developers worldwide.
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Local-first AI, AI security, on-device Vietnamese voice, and what I am shipping next.
Read articlesLatest Articles
Vietnam's Sovereign AI Conversation Is Stuck One Layer Too High 🇻🇳
Vietnam already has the chips, three meaningful Vietnamese model attempts in flight, and the most binding AI law in Southeast Asia. The conversation about sovereign AI keeps demanding a 70B foundation model. The actual gap is one layer down — open evaluation, license-clean data, compliance-aware specialized models, and on-device runtimes that operationalize Law 134/2025 starting March 2026.
AI Is Making Us Faster Learners and Worse Thinkers at the Same Time
A 2025 RCT found students who studied with ChatGPT scored 11 points lower on a retention test six weeks later, even though their work during the sessions was higher quality. Better results, worse thinking. Here is what the cognitive science says, and how it changed my own AI habits.
NVIDIA OpenShell: Policy-Enforced Sandboxes for Autonomous Coding Agents
NVIDIA just open-sourced OpenShell — a policy-enforced sandbox for autonomous AI agents. Four security layers, a privacy router that decides which LLM sees which data, and hot-reloadable YAML policies. Here is how it actually works and what it solves that nothing else does.
Securing Vibe-Coded Apps: A Practical Guide to Not Getting Hacked
Vibe coding is shipping apps faster than ever—but also shipping vulnerabilities at alarming rates. This guide covers real disasters, practical security measures from secret scanning to endpoint hardening, and SOTA AI-powered review methods to keep your vibe-coded apps from becoming the next breach headline.
Coding is not fun anymore?
Coding isn't what it used to be. AI implements faster than we can type, and agents are automating our tasks. But there's a bright side: we're evolving from implementors into architects and reviewers. Here's how to survive the shift.
Agent Sandboxes: A Practical Guide to Running AI-Generated Code Safely
AI agents don't just talk—they execute code. This guide covers the essential sandbox technologies (microVMs, gVisor, WebAssembly) and platforms (E2B, Modal, Northflank) that keep your systems safe while letting agents do their work.