Hello, I'm Guide.
Welcome to my personal website! Hi, I’m Guide, an ML Engineer and Full-Stack Developer. My passion lies in creating systems that address real-world challenges through ML/DL. From developing AI tools like chatbots and RAG systems to deploying them in production, I focus on building complete, practical solutions. With experience in web development, cloud platforms, and CI/CD pipelines, I can find the right solutions for your problems and turn them into functional products and services.
Welcome to my personal website! Hi, I’m Guide, an ML Engineer and Developer passionate about AI tools and creating systems that solve real-world challenges.
Work Experience
Club President
CEDT Solution Club
Founded and led the CEDT Solution Club, generating 150,000 THB by creating software solutions for the department. Focused on preparing students for internships by simulating real-world software development practices.
Head of Developer
Mr Rehab
Leading the development of an AI-powered tele-rehabilitation platform, managing system architecture, cloud infrastructure, and CI/CD pipelines while ensuring secure access and scalability in consideration of the data residency requirements compliant.
AI Software Engineer
Cariva Thailand
Developed and maintained AI service endpoints for products such as PreceptorAI LineOA, supporting over 13,000 users. for Cariva Thailand, a leading AI healthcare startup company. under AI And Robotics Ventures Co.,Ltd. (ARV)
Co-Founder
SolveServe Group.Co.,Ltd
Co-founded a legally registered software company with focus on software development and tech-bussiness expansion (tech ed, etc...), secured over a million THB contracts within six months, controlling software solutions development using Agile-Waterfall hybrid SDLC.
AI Software Vendor
Thailand Securities and Exchange Commission
Developed a customized RAG System, Detail unable to disclose under NDA.
Mentor
AI Builders
Mentored high school students in data science projects and AI camps, with students winning top awards at major competitions.
Intern Data Scientist
DataVue
Developed proof-of-concept AI marketing products and maintained databases using PostgreSQL on AWS RDS.
Teaching Assistant
AI Builders
Handled teaching and mentoring students in high school data science projects.
Projects
AI Waifu
An Open-Source AI Project with over 400 stars on GitHub.
MR-Rehab
An AI-powered tele-rehabilitation solution.
DevCommu
Organizer of programming bootcamps for high school students.
PythaiNLP/Khavee
A one of the two main contributor to the PyThaiNLP library, introducing the first Thai Khavee (กวี) NLP toolkit.
InteliSort
AI-powered issue ticket prioritization system for the Traffy Fondue platform.
My Homelab
A homelab with Proxmox cluster setup provisioned with Terraform. and Packer.
Skills & Expertise
- TypeScript
- Python
- C++
- AI/ML (PyTorch, Scikit-learn)
- Fullstack Web Development
- Mobile (React Native)
- DevOps, CI/CD
- PyTorch, Scikit-learn
- React, Next.js, Astro
- Express, NestJS
- FastAPI, LiteStar
- GitHub Actions, GitLab CI
- Dockers, k8s, ArgoCD
- Cloudflare
- Proxmox
- Terraform, Packer
- ML/DL
- Startup
- Medical Technology
- Cloud Computing
- Homelab, Home Datacenter
- Anime, Manga, Light Novel
- Thai (Native)
- English (Fluent)
- Chulalongkorn University
- Computer Engineering & Digital Technology (CEDT)