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
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.