AI ENGINEER.
FULL-STACK DEVELOPER.
AI CONSULTANT.
EDUCATOR.
I engineer AI systems and full-stack software, help businesses integrate AI into their workflows, and teach people how to build with modern AI tools.
I'm Tyson (Trần Thái Sơn), an AI Engineer, Full-Stack Developer, AI Consultant, and Educator. I've been passionate about computers since Grade 3, and today I engineer autonomous AI systems, production software, automation pipelines, and infrastructure while empowering businesses and learners.
I approach engineering by actually building. Rather than getting trapped in theoretical hype or generic marketing, my focus is technical execution: architecting autonomous multi-agent systems, deploying self-hosted inference infrastructure, engineering workflow automation, and developing resilient full-stack web software.
My journey began around Grade 3 with an intense curiosity about how computers, operating systems, browsers, networking, and cybersecurity worked. That foundation expanded through web development (Grades 4–7), a deep detour into competitive athletics (basketball) and e-commerce business (Grade 8), and a powerful reawakening with the modern AI revolution (2024–2026).
Today, I architect systems like Chief of Agents (multi-agent project orchestration), Not Limited (removing technical and financial barriers to building), and GPU Rental Kit (automated GPU provisioning). I partner with businesses on pragmatic AI solutions and mentor students to build real software independently through spec-driven vibe coding.
How a kid with a computer became an AI Engineer & Developer.
The honest trajectory: early childhood computer curiosity, a sports and business detour, and a powerful reawakening through the modern AI revolution.
Early Curiosity & The Magic of Computers
A fascination with how machines actually work beneath the surface
Tyson became interested in computers and programming around Grade 3. At that time, technology was not yet common among children his age. The computer was something entirely new, fascinating, and full of limitless potential. His natural curiosity immediately pulled him toward operating systems, browsers, networking, and the foundations of cybersecurity.
- Operating system mechanics & file systems
- Network routing and internet protocols
- Early cybersecurity awareness and curiosity
First Lines of Code & Web Exploration
Building websites and diving deeper into programming
During Grades 4 to 7, Tyson started actively experimenting with web development, scripting, and cybersecurity concepts. Rather than playing games passively, he was drawn to breaking down web pages, understanding client-server architecture, and building small software experiments.
- HTML, CSS, and fundamental JavaScript
- Basic programming logic and scripting
- Security thinking and system vulnerabilities
Athletics, Basketball & Commercial Instincts
Stepping away from coding to learn business, discipline, and grit
Around Grade 8, Tyson became heavily invested in basketball, athletics, and entrepreneurship. He temporarily stepped away from day-to-day programming to focus on athletic competition and explore real-world business: e-commerce, product sourcing, branding, and customer communication. This period built his competitive stamina and practical commercial intuition.
- Athletic discipline and competitive focus
- E-commerce, product sourcing, and branding
- Understanding customer value and business viability
The Reawakening: AI-Assisted Vibe Coding
Discovering a radically new way to architect software
The rapid emergence of modern Large Language Models and AI coding agents during 2024–2026 reignited Tyson's passion for software. Instead of returning to programming through traditional, tedious syntax memorization, he discovered a paradigm shift: AI-assisted development and spec-driven vibe coding. He realized that by acting as the pilot and architect, a builder could ship production systems 10x faster.
- Spec-driven AI coding agents & prompt engineering
- Multi-agent orchestration & deterministic tool use
- Full-stack Next.js, TypeScript, and modern API architectures
Making Technology Accessible to Everyone
Helping people learn and removing barriers to building
Tyson launched Code Journey to help people learn programming, AI, and technology together. Through this community, he discovered that while AI democratizes code, people still get stuck without a structured workflow. This inspired 'Not Limited' — a mission grounded in the belief that people shouldn't be prevented from building their dreams simply because they lack money or a computer science degree.
- Community teaching and collaborative learning
- Identifying where non-programmers get stuck with AI
- Building free and ultra-accessible software tools
Chief of Agents & Beyond
Translating real-world workflow into an AI-native project manager
To solve the breakdown between simple vibe coding prototypes and production-grade software, Tyson architected 'Chief of Agents' — an AI-native coordination system that breaks down user goals into planned tasks, dispatches specialized agents in parallel, and verifies execution. Today, Tyson continues building software, private GPU infrastructure, helping businesses integrate AI, and mentoring the next generation of builders.
- Agent task decomposition & dependency resolution
- Self-hosted LLM infrastructure & private GPU clusters
- Guiding businesses and students to build real systems
Why work with Tyson?
Combining deep hands-on AI implementation with commercial intuition, adaptability, and an unyielding commitment to builder independence.
AI + Practical Engineering
Not just talking about AI trends — actually engineering working multi-agent systems, prompt guardrails, and private inference infrastructure.
Full-Stack Systems Thinking
Able to think and build across UI interfaces, backend APIs, relational databases, AI models, Linux servers, and cloud deployment.
Commercial & Business Intuition
Direct experience with physical e-commerce and digital products. I evaluate whether technology actually solves a business problem and delivers ROI.
Adaptive & Custom-Tailored
Every client solution and student mentorship plan is tailored specifically to the individual workflow and learning speed — never one-size-fits-all.
Democratization & Accessibility
Deeply committed to keeping technology affordable and accessible so that anyone can turn ideas into reality without financial gatekeeping.
Relentless Builder Mindset
I learn through actually building, breaking, fixing, and deploying real systems every single day while continually improving.
Chief of Agents
An AI-native project coordination framework designed to translate Tyson's vibe coding workflow into software that coordinates specialized AI agents in parallel.
Vibe coding sounds easy, but building production systems is hard.
Most AI coding attempts fail when applications grow beyond a single file: context limits break down, subtle bugs propagate across imports, and unvalidated hallucinations corrupt the codebase.
Product intent & requirements
Architecture specs & schema contracts
Atomic task graph with dependencies
Specialized agent role assignment
Concurrent execution across modules
Type checks & code diff inspection
Self-healing revision loops
Validated, production-ready release
AI makes coding easier.
It doesn't make software engineering disappear.
AI can dramatically accelerate research, syntax drafting, boilerplate creation, error fixing, and prototyping. It operates at machine speed to write code.
However, human builders must still command architecture, system design, data boundaries, security, and verification. Chief of Agents makes that engineering process structured, repeatable, and accessible to everyone.
Democratizing software building.
People shouldn't be prevented from pursuing their ideas simply because they don't know how to code, lack deep technical knowledge, or can't afford expensive tools.
“I wanted to build something that could help people, and I also wanted to build something sustainable as a business.”
Not Limited started free. The hope is to keep it free for as long as possible. If that isn't financially sustainable over the long term, the objective is to keep it as affordable as possible. No hype, no gatekeeping — just practical leverage for builders.
Not Limited Platform
Free & accessible builder guidance
A central ecosystem offering straightforward workflows, shared AI tools, and step-by-step guides so anyone can build functional software without expensive courses or software subscriptions.
Not Limited Team
Collaborative agent workspaces for creators
Tooling concepts designed to help young builders and non-technical teams collaborate seamlessly with shared AI agent workflows and project contexts.
Code Journey
The community where the journey began
An educational project and community where learners discover programming and AI through collaborative building and mutual knowledge sharing.
What I build & how it works.
I work across AI systems, full-stack software, infrastructure, consulting, and teaching — focusing on real outcomes rather than empty buzzwords.
AI ENGINEERING & AGENTS
Autonomous Reasoning & Execution
Autonomous LLM agents with function calling, structured prompt engineering, vector search (RAG), and event-driven automation pipelines.
FULL-STACK DEVELOPMENT
Production-Grade Applications
Modern responsive web applications, robust TypeScript APIs, database schemas, secure authentication, and scalable SaaS platforms.
AI INFRASTRUCTURE & HOSTING
Self-Hosted Sovereign Models
Bare-metal Linux VPS clusters hosting open-weight LLMs (DeepSeek, Llama 3) with vLLM, automated SSL, and reverse proxies.
AI CONSULTING & STRATEGY
Pragmatic Business ROI
Helping businesses identify high-ROI AI opportunities, automate repetitive workflows, and choose the most cost-effective models.
EDUCATION & MENTORSHIP
100% Independence Methodology
Guiding students and creators to build real software with AI coding agents and spec-driven vibe coding without getting stuck in error loops.
AI Engineering
LLM applications, autonomous multi-agent coordination, structured prompt engineering, AI APIs, model integration, and RAG vector search.
- Autonomous multi-agent swarms & tool calling
- Structured prompt engineering & guardrails
- Vector databases & retrieval-augmented generation
Full-Stack Development
Modern frontend interfaces, robust backend APIs, relational databases, authentication, SaaS platforms, and developer tooling.
- Next.js 15, React, TypeScript & Tailwind CSS
- REST APIs, Webhooks, Supabase & PostgreSQL
- OAuth authentication & responsive interfaces
AI Infrastructure & Hosting
Linux server management, Docker containerization, VPS provisioning, self-hosted AI model serving (vLLM/Ollama), and API gateways.
- Linux (Ubuntu), Docker, and GPU server provisioning
- vLLM & Ollama high-throughput model serving
- Nginx reverse proxy, SSL/Certbot, and firewalls
AI Consulting & Automation
Helping startups and businesses identify high-ROI AI opportunities, automate repetitive workflows, and integrate AI seamlessly.
- Operational friction audits & AI feasibility reports
- 24/7 customer support bots & internal search
- Workflow automation & cross-platform syncing
Education & Mentorship
Teaching vibe coding, AI coding agents, programming fundamentals, web development, and practical AI engineering workflows.
- Spec-driven vibe coding & AI agent steering
- Project-first learning: idea to live deployment
- Debugging, error recovery, and system mastery
Engineered for real-world impact.
Every project listed represents a production system built with rigorous interface specifications, deterministic error recovery, and measurable ROI.
Chief of Agents
Creator & Lead Architect · 2026
An intelligent orchestration system that bridges the gap between simple AI prototyping and production software engineering. Chief of Agents takes high-level user goals, generates structured implementation specs, breaks them down into isolated tasks, and coordinates specialized AI coding agents in parallel with automated review and revision loops.
Vibe coding sounds easy, but building production systems is notoriously hard. People get stuck on architecture planning, file structures, agent coordination, testing, and debugging, often creating tangled, hallucinated code without a structured pipeline.
- Autonomous task decomposition & dependency resolution
- Multi-agent role specialization (Planner, Coder, Reviewer, Verifier)
- Designed around Tyson's battle-tested vibe coding methodology
Not Limited Platform
Founder & Architect · 2026
A personal mission and open ecosystem built on the conviction that no one should be prevented from building their ideas simply because they lack money or a formal computer science degree. Offers accessible tools, guidance, and free AI building resources.
Traditional software development carries massive barriers to entry: expensive API subscriptions, complex setup requirements, and steep learning curves that discourage creative beginners.
- Mission-driven accessibility for Vietnamese and global builders
- Eliminates paywalls and complex setup barriers for new builders
- Community-driven iterative feedback loop
GPU Rental Kit
Creator & Maintainer · 2026
A modular open-source toolkit and automated script suite designed to rapidly configure, secure, and deploy bare-metal cloud GPUs (RunPod, Vast.ai, Lambda Labs) for private LLM inference, vLLM acceleration, and model fine-tuning with zero manual boilerplate.
Renting cloud GPUs typically requires repetitive, error-prone manual setup: installing CUDA drivers, configuring reverse proxies, setting up SSL certificates, securing SSH keys, and wiring token streaming endpoints.
- One-liner setup for vLLM and OpenAI-compatible API endpoints
- Automated SSL certificates, firewall rules, and SSH security hardening
- Production-ready scripts tested across multiple GPU host providers
Code Journey
Initiator & Mentor · 2024
A collaborative initiative created to help people learn programming, AI tools, and computer systems through hands-on project building. Through Code Journey, Tyson explored how people learn best with modern AI and refined his mentorship methodology.
Beginners often drop out of coding because traditional tutorials focus on boring syntax exercises rather than helping them experience the joy of building real, functional software.
- Project-first pedagogy over syntax memorization
- Empowered students to build and deploy real web projects
- Formative foundation for Tyson's mentorship philosophy
Basketball & E-Commerce Ventures
Founder & Operator · 2023–2024
Entrepreneurial ventures in athletic equipment, basketball merchandise, and digital storefronts. Tyson managed end-to-end commercial operations including product sourcing, supplier communication, brand identity, customer service, and digital sales funnels.
Building software without understanding commercial realities often leads to products nobody wants or uses.
- Real-world experience in product sourcing and supply chains
- End-to-end storefront design, branding, and customer funnels
- Bridging the gap between software engineering and business economics
Practical AI solutions tailored to your business.
I help businesses figure out where AI actually makes sense and then build the solution: autonomous agents, automated operations, sovereign infrastructure, and full-stack software.
Identify bottlenecks where AI delivers measurable leverage.
Engineer autonomous agents tailored to your team's workflow.
Host on sovereign GPU/VPS with zero vendor lock-in.
Cut hours of manual toil and scale operations nonstop.
AI Integration & Workflow Analysis
Many businesses know they need AI, but don't know where to begin without wasting money. I audit your daily workflows, identify high-ROI friction points, and integrate pragmatic AI tools directly into your team's existing tools (Slack, Google Sheets, CRMs, email).
- Operational workflow audit and AI feasibility report
- Direct integration of LLM endpoints into existing business software
- Staff onboarding and pragmatic AI prompt playbooks
AI Business Automation
Eliminate tedious manual data entry, lead qualification, and cross-platform copying. I build self-healing background automation meshes that connect your databases, spreadsheets, email, and messaging platforms with deterministic error recovery.
- End-to-end automation architecture connecting your tool stack
- Custom webhook and event-driven background processing
- Error handling, alert monitoring, and audit log tracking
Autonomous AI Agent Systems
Move beyond simple chatbot windows. I design, build, and deploy specialized autonomous AI agents equipped with external API tool execution, vectorized knowledge retrieval (RAG), and strict safety guardrails to perform real work independently.
- Custom autonomous agent architecture with function calling
- Vector database setup (RAG) for private company data retrieval
- Strict anti-hallucination guardrails and structured JSON output validation
AI Customer Support Systems
Deploy custom AI support systems across your website, Telegram, Discord, or WhatsApp that accurately answer customer questions based solely on your verified knowledge base, with seamless escalation to human team members when needed.
- Knowledge base vectorization and continuous sync pipeline
- Strict anti-hallucination guardrails and brand tone calibration
- Seamless human-in-the-loop escalation and chat dashboard
Custom Software & SaaS Development
Full-stack engineering of web applications, customer portals, internal management dashboards, and SaaS platforms built with modern Next.js 15, React, TypeScript, and robust database backends with complete mobile responsiveness.
- Modern React / Next.js frontend with clean responsive design
- Secure backend APIs, authentication (OAuth/Email), and database schema
- Payment gateway integration (Stripe, local gateways) and billing logic
Private AI Infrastructure & Model Serving
Take full control of your AI stack and eliminate recurring third-party API costs. I configure, secure, and deploy bare-metal Linux VPS servers, self-hosted open-weight LLMs (DeepSeek, Llama 3, Qwen) using vLLM and Ollama, with automated SSL and backups.
- Linux VPS / GPU server provisioning and security hardening
- High-throughput LLM model serving (vLLM / Ollama) with OpenAI-compatible API
- Nginx reverse proxy routing, SSL certificates, and automated backup snapshots
AI Consulting & Strategy Advisory
Avoid expensive mistakes by getting honest, builder-first technical advice. I help startups and business owners evaluate AI feasibility, choose the right models and architectures, train staff to use AI effectively, and map out a practical development roadmap.
- 1-on-1 strategic technical advisory sessions
- Architecture review and AI model/tool recommendation document
- Hands-on guidance on team AI adoption and workflow optimization
AI Product Development & Fast MVP
Rapidly architect and launch functional minimum viable products (MVPs) combining modern AI agent features, slick user interfaces, authentication, and payments so you can test market demand in days rather than months.
- End-to-end working MVP with live production deployment
- Integrated AI logic, prompt pipelines, and database schemas
- Clean GitHub repository with modular codebase ready for scaling
How we execute together.
A structured, transparent delivery pipeline ensuring zero surprises, high-speed iteration, and production-grade reliability from day one.
Discover & Workflow Mapping
Understand the human, the business, and the true operational bottleneck
Every engagement begins with deep listening. I map your actual daily workflows, isolate repetitive friction points, and identify where AI or automation creates measurable business leverage.
- Operational friction audit
- AI feasibility assessment
- Clear boundary of scope
Research & Pragmatic Stack Selection
Select the most cost-effective models, APIs, and architecture
I evaluate available LLMs (proprietary vs. self-hosted open-weight), database requirements, and third-party integrations to design a resilient, low-maintenance architecture without unnecessary bloat.
- Technical architecture specification
- Model & tool cost estimate
- Security & data privacy plan
Rigorous System Specifications
Draft explicit interface contracts before touching code
Before orchestrating AI agents or writing code, I draft structured markdown specifications and type schemas. This eliminates ambiguities, prevents hallucinations, and establishes exact expectations.
- TypeScript data schemas
- API endpoint contracts
- Agent prompt guidelines
Agentic Build & High-Velocity Assembly
High-speed implementation with human steering and clean modularity
I leverage modern AI coding agents to write clean, modular full-stack code at 10x velocity. As the lead architect, I manage state boundaries, test every component, and ensure code quality.
- Working frontend interfaces
- Production backend & database
- Secure API integrations
Edge-Case Testing & Hardening
Verify error handling, guardrails, and real-world failure modes
I test error states, rate limit fallback mechanisms, prompt injection guardrails, and cross-device responsiveness to ensure the system never breaks under unexpected user input.
- Resilient error boundaries
- Strict anti-hallucination checks
- Zero TypeScript/lint errors
Deployment & Production Launch
Ship to production with automated CI/CD, SSL, and monitoring
I deploy the solution to production environments (Vercel, private Linux VPS, Supabase, Cloudflare) with automated continuous integration, custom domains, HTTPS certificates, and health monitoring.
- Live production deployment
- Automated CI/CD pipelines
- Operational monitoring & alert channels
Feedback & Continuous Iteration
Refine based on actual usage metrics and business performance
Software isn't finished on launch day. I observe real-world usage data, collect team feedback, optimize prompt performance, and iterate to maximize commercial return.
- User feedback review
- Prompt latency & cost tuning
- Continuous support & feature expansions
Learn to build real software with AI.
I teach people how to use AI to build real software — even if they don't come from a traditional programming background.
“I don't want to just give you the answer. I want to teach you how to figure it out yourself.”
This is not traditional tutoring or syntax memorization. We work through real projects specifically tailored to your goals and pace. The objective is giving you the confidence, workflow, and repeatable methodology to build and ship anything you imagine independently.
Complete Beginners
People with zero prior programming experience who want to learn how software works and build their very first functional web application.
AI Beginners
Individuals who use ChatGPT casually but want to understand real AI APIs, model differences, prompt engineering, and practical workflows.
Vibe Coders
People wanting to build software using modern AI coding agents (Claude Code, Cursor, Antigravity) without getting lost in debugging loops.
Students & Creators
High school or university students with product ideas who want to build real portfolio pieces instead of memorizing boring textbook syntax.
Beginner Builders
Aspiring entrepreneurs and solo founders who want to build functional MVPs, customer dashboards, and automation tools independently.
Pick a concrete, meaningful project you genuinely care about building.
Break down the underlying mechanics (frontend, backend, database, AI).
Master spec drafting, prompt structure, and agent orchestration.
Hands-on implementation with real-time pair programming and guidance.
Learn how to read error logs, trace bugs, and prompt agents to fix issues.
Ship your project to production on Vercel or cloud servers with a custom domain.
Graduate with the repeatable methodology to build future projects on your own.
Spec-Driven Vibe Coding & Agent Steering
Learn how to pilot AI coding agents (Claude Code, Cursor, Antigravity) effectively. Write clear specifications (`.cursorrules`, interface contracts) so AI agents write clean, modular code without hallucinations.
- Prompt engineering & context window management
- Writing `.cursorrules` and markdown architecture specs
- Steering multi-file edits and handling edge cases
Modern Web & Full-Stack Fundamentals
Understand the core anatomy of web applications: React component trees, Next.js routing, server vs client state, TypeScript types, and styling with Tailwind CSS.
- React state, props, and component architecture
- Next.js App Router & server rendering basics
- TypeScript type safety and clean modularity
APIs, Databases & Backend Integrations
Learn how software communicates. Connect frontends to PostgreSQL/Supabase databases, set up secure authentication, manage environment variables, and integrate external APIs.
- Database schema design & CRUD operations
- Secure user authentication (OAuth / Email)
- REST API endpoints and webhook handlers
AI API Integration & Autonomous Agents
Incorporate intelligent capabilities into your software. Call OpenAI, Anthropic, and open-weight models, implement vector search (RAG), and create autonomous tool-calling agents.
- LLM API integration & streaming responses
- Knowledge retrieval with vector embeddings (RAG)
- Function calling & structured JSON outputs
Git, GitHub & Version Control Workflows
Master the essential developer toolkit: Git branching, atomic commits, pull requests, resolving merge conflicts, and publishing a clean open-source GitHub profile.
- Essential terminal CLI commands & Git workflow
- Clean repository structure and README documentation
- Managing merge conflicts and release branches
Production Deployment, Domains & Cloud Hosting
Take your project from localhost to the world. Deploy web apps to Vercel, setup custom domains, configure DNS records, and explore basic Linux VPS hosting.
- Automated CI/CD deployments with Vercel & GitHub
- Domain configuration, DNS records, and HTTPS/SSL
- Introduction to Linux VPS hosting and Docker basics
Ready to build software with AI independently?
Accepting motivated creators, students, and aspiring founders. Walk through everything specifically for your goals.
How learning with us works.
Don’t just memorize syntax. Learn how to architect, build, debug, and deploy real software independently using modern AI tools.
Understand the Goal
Choose a meaningful project you genuinely care about building
Learning happens through building things that excite you. We start by defining a concrete project idea — whether a custom AI agent, a personal SaaS tool, or an interactive web application.
- Crystal-clear project scope
- Defined target user & problem
- Architecture blueprint sketch
Learn the Core Mechanics
Demystify how software, APIs, and AI models actually work
We walk through the underlying concepts: client vs. server, databases, REST APIs, and how AI coding agents process instructions. No boring theory — only practical fundamentals.
- Mental model of modern web stacks
- Understanding of API calls & data flow
- Prompt engineering principles
Spec-Driven Vibe Coding
Master the workflow of piloting AI coding agents effectively
I teach you how to write clear specifications (`.cursorrules`, interface files) and direct AI coding tools (Claude Code, Cursor, Antigravity) so you build cleanly without getting stuck in errors.
- Structured `.cursorrules` file
- Architecture specification document
- High-velocity development setup
Hands-On Implementation
Pair-program in real-time to build your application step-by-step
We write code together. You learn how to structure folders, create components, connect databases, and steer AI assistants through multi-file edits with complete control.
- Modular React/Next.js components
- Connected database backend
- Working software prototype
Debugging & Problem Solving
Learn how to diagnose errors and fix issues independently
When bugs occur, we don't panic. I teach you how to read console logs, isolate root causes, and prompt AI agents systematically to diagnose and resolve errors.
- Debugging methodology & log analysis
- Unit/integration testing checks
- Resilient error handling
Public Production Deployment
Deploy your project to the live internet with your own domain
We push your code to GitHub, connect it to Vercel or cloud hosting, set up environment variables securely, and connect a custom domain so you can share your work with the world.
- Live public production URL
- Clean GitHub repository portfolio
- SSL security & domain config
Independent Builder Graduation
Graduate with the repeatable methodology to build anything on your own
The ultimate objective is 100% independence. You leave with a proven, repeatable framework to ideate, plan, build, debug, and ship any future software project on your own.
- Complete developer self-sufficiency
- Repeatable vibe coding playbook
- Confidence to ship future ideas
30-Second Technical Snapshot.
An honest, scannable overview of Tyson's core technical roles, strengths, what he brings to a team, and authentic independent background.
- AI Engineering (LLM apps, prompt architectures)
- Full-Stack Development (Next.js 15, TypeScript, React)
- Autonomous AI Agents & Tool Calling
- Business Workflow Automation & Webhooks
- AI Infrastructure (Linux VPS, vLLM, Docker)
- AI Product Development & Rapid MVP Delivery
- Strong hands-on building mindset
- Self-directed rapid learning ability
- Cross-stack end-to-end understanding
- AI-native spec-driven development workflow
- Business awareness & ROI intuition
- Ability to explain technical concepts clearly
Transparent background: Independent builder, product creator, AI consultant, and technical mentor. No fabricated employment claims — proven track record through real live repositories and deployed production systems.
Track record & verified impact.
Real-world software engineering engagements, client automation pipelines, open-source architectures, and builder coaching.
Independent AI Developer & Systems Builder
Architecting autonomous AI agent coordination systems, self-hosted LLM infrastructure, full-stack web applications, and developer tooling with high-velocity spec-driven vibe coding.
- Conceived and architected Chief of Agents, an AI-native project coordination framework for parallel multi-agent software engineering
- Created Not Limited, an initiative focused on removing technical and financial barriers for non-traditional builders and Vietnamese creators
- Authored open-source GPU Rental Kit (github.com/TysonTranThai/gpu-rental-kit) to automate bare-metal GPU provisioning for vLLM inference
- Deploying self-hosted open-weight LLMs (DeepSeek, Llama 3, Qwen) on private Linux VPS clusters with automated SSL and Nginx routing
AI Consultant & Client Solutions Engineer
Partnering directly with small business owners, solo founders, and operators to design and implement customized AI workflows, support bots, and internal automation tools.
- Audited client operational workflows to identify high-ROI automation and AI integration opportunities
- Built custom 24/7 AI customer support bots and knowledge retrieval systems (RAG) integrated with company documentation
- Automated cross-platform data synchronization between CRMs, messaging platforms (Telegram/Slack), and spreadsheets
- Trained non-technical client teams on practical prompt engineering and daily AI tool adoption
Founder & Technical Mentor
Mentoring students, founders, and aspiring builders in spec-driven vibe coding, full-stack web development, and AI agent orchestration through project-first hands-on sessions.
- Designed a 7-step independence learning roadmap: Goal → Understand → Learn → Build → Debug → Deploy → Build Independently
- Guided complete beginners and students from zero coding knowledge to shipping their first live web applications on Vercel
- Taught practical context engineering, `.cursorrules` creation, and terminal CLI navigation for high-velocity AI pair programming
- Created collaborative community learning environments centered on figuring things out through real execution
Founder & E-Commerce Operator
Founded and operated basketball merchandise and athletic equipment e-commerce projects, developing commercial intuition in sourcing, branding, and customer communication.
- Managed end-to-end product sourcing, supplier evaluation, and international inventory logistics
- Designed digital storefronts, brand visual identities, and social marketing campaigns
- Handled customer inquiries, order fulfillment, refund policies, and margin calculations
- Gained foundational entrepreneurial experience that now directly shapes practical software architecture decisions
Tools of the craft.
An honest breakdown of the languages, frameworks, inference engines, and cloud infrastructure we command in production.
AI & Intelligent Systems
Software Engineering & Full-Stack
AI Infrastructure & Hosting
Data & Backend Integrations
Developer Tools & Agentic Workflows
Beyond the code.
What fuels Tyson's stamina, athletic discipline, commercial thinking, and curiosity outside of software engineering.
Basketball & Athletics
Playing basketball and staying physically disciplined keeps my mind sharp, competitive, resilient, and focused under pressure.
AI & Systems Experimentation
Constantly testing new open-weight models, local inference setups (vLLM, Ollama), multi-agent swarms, and developer tooling.
Entrepreneurship & E-commerce
Hands-on experience with product sourcing, branding, online storefronts, and business economics — building practical business intuition.
Continuous Learning
Reading technical specs, exploring Linux system internals, studying software architecture, and expanding knowledge every day.
Let's build something extraordinary.
No intermediaries, no bureaucratic delays. Reach out directly through any of the verified channels below — whether for engineering roles, client automation systems, or 1-on-1 mentorship.
Best for detailed inquiries, project briefs & proposals
Instant messaging, quick syncs & fast chats
Open-source repos, GPU Rental Kit & technical experiments
Fastest for calls & messages in Vietnam
Chat with the builder community & quick DMs
Follow the daily building journey & updates
Within 12 hours guaranteed across all channels.
Vietnam · GMT+7 (Available for remote global sync).
Mutual NDA & 100% private data sovereignty guaranteed.
Rapid iterations, functional MVPs in days, continuous deployment.
Available for remote AI engineering roles, contract builds, and full-stack software development.
Custom autonomous AI agents, workflow automation pipelines, bare-metal Linux/GPU server setups, and rapid MVP delivery.
1-on-1 practical mentorship in spec-driven vibe coding, prompt engineering, and building real web applications from scratch.