Hello, I’m
MongkhonHatit.
AI Full-Stack Engineer
AI Engineer with 2+ years of experience building and deploying production-ready solutions across LLMs, RAG/MCP agents, computer vision, and optimization systems. I focus on reliable, practical AI with measurable business impact.
2+
Years building
95.4%
Model accuracy achieved
~70%
Faster operations
420K
THB saved annually
Experience
Building AI that survives the real world.
I work across research, product, and infrastructure to move machine-learning ideas from notebook to dependable user experience.
Aug 2025 - Present
Bangkok, Thailand
LANDY HOME (THAILAND) CO., LTD
AI Full-Stack Engineer
- Designed and implemented an n8n workflow for Oil Engineering customer-service operations, integrating Google Workspace and scheduled email notifications to cut processing time from 87 to 26 hours per cycle.
- Designed and deployed an enterprise RAG and MCP chatbot integrating ChatGPT, Gemini, and Claude for secure, context-aware access to internal knowledge and tools, reducing annual operating costs by approximately 420,000 THB.
- Developed and deployed a scalable Synology NAS file and folder management system, centralizing 92% of departmental storage with metadata, RBAC, and streamlined directory operations.
- Built an end-to-end document review pipeline with validation, feedback loops, and standardized PDF reports, reducing manual processing time by 73%.
Aug 2024 - May 2025
Bangkok, Thailand
NSTDA (NECTEC) - AINRG Department
AI Researcher
- Designed and executed an end-to-end drone-based aerial-data pipeline covering large-scale point-cloud collection, preprocessing, visualization, and time-series analysis.
- Developed, tested, and validated volume-change detection and classification algorithms through iterative experiments and performance benchmarking.
- Achieved 95.4% accuracy and demonstrated reliability for real-world deployment.
Jan 2023 - Mar 2023
Bangkok, Thailand
Somporn Mould & Parts Ltd. - HCU Applied AI Industry Project
AI Engineer
- Developed AI-driven predictive-maintenance and optimization solutions at Somporn Mould & Parts Ltd. Learning Camp.
- Applied machine learning to predict machine conditions, optimize operational parameters, and estimate maintenance timing.
- Helped reduce unplanned downtime and improve overall machine efficiency.
Education
A strong foundation for applied AI.
Academic training that supports practical work across intelligent systems, data, and optimization.
Huachiew Chalermprakiet University
Bachelor of Artificial Intelligence
Jan 2021 - May 2025 · GPA 3.69
Relevant coursework
Toolkit
A practical stack for intelligent products.
The tools change. The goal stays steady: clear architecture, measurable quality, and experiences people actually enjoy using.
Programming
Python
JavaScript
Dart
C
RustML & Computer Vision
PyTorch
Pandas
NumPy
OpenCV
SAM3
YOLO
LangChainDatabases
PostgreSQL
MySQL
MongoDB
SQLiteCloud & DevOps
AWS
Docker
Azure
Kubernetes
Git
GitLab
GitHub
LinuxWeb Development
Flask
FastAPI
Tailwind CSS
Next.js
React.js
Node.jsLLM & Agent Tools
MCP
n8n AI AutomationSelected work
Ideas, engineered into experiences.
A selection of systems where model quality, product thinking, and thoughtful interfaces meet.
SmartLoad 3D
A React-based truck cargo optimization platform using 3D bin-packing, weight balancing, collision detection, and loading constraints. It achieved 93% average space utilization and optimized up to 200 cargo items per load in about 2.5 seconds.
Tools
Smart Warehouse 3D
An AI-powered warehouse optimization platform combining demand forecasting, intelligent SKU slotting, route optimization, and interactive 3D visualization. It reduced simulated picking distance by 40% across 500 SKUs.
Tools
Recognition
Milestones worth keeping.
Credentials and challenges that sharpened how I think, collaborate, and build.
Certifications
AI for All From Basics to GenAI Practice
NVIDIA · Dec 2025
AI Fluency: Framework & Foundations
Claude · 2026
Achievements
Top 5
AI Thailand Hackathon 2024 (AI Cooking)
Competed across OCR, optimization, NLP, and AI model training challenges for real-world problem statements, advancing to the Top 5.
Silver Medal
National Software Contest (NSC) Thailand 2021
Developed a face-recognition school check-in system with COVID-19 temperature screening using CorgiDude, earning the Silver Medal at NSC Thailand 2021.