Vittawat Sootawee

AI-First Full-Stack Engineer
Building Production-Ready Smart Solutions

Transforming cutting-edge AI research into real-world applications that impact thousands of users across healthcare, education, and consumer markets.

4+ Years Experience
15% AUC Improvement
5.0★ App Rating
1000+ Users Served
View Live Projects Get In Touch

Where AI Research Meets Real-World Impact

I'm Vittawat Sootawee, a versatile AI-driven engineer who specializes in end-to-end product delivery. My unique strength lies in complete product ownership—from initial AI model development and fine-tuning through cloud deployment and mobile app releases.

With proven experience across healthcare diagnostics, educational technology, and consumer applications, I transform complex AI concepts into production-ready solutions that solve real problems for real users.

✨

End-to-End Ownership

From research to production deployment

🚀

Production-Proven

Live applications serving thousands of users

🎯

Multi-Domain Expertise

Healthcare, EdTech, Consumer, Civic Tech

📈

Measurable Impact

15% diagnostic improvement, 5.0-star ratings

Technical Expertise

Advanced proficiency across AI, full-stack development, and cloud technologies

🤖

Artificial Intelligence

PyTorch & TensorFlow 95%
LLM Fine-tuning 90%
RAG/CAG Pipelines 85%
CNN Transformers OpenAI Prompt Engineering
🌐

Full-Stack Development

TypeScript/JavaScript 90%
React & Next.js 90%
Python & FastAPI 85%
PostgreSQL MongoDB Redis Prisma
📱

Mobile Development

Flutter & Dart 85%
App Store Deployment 80%
Mobile UI/UX 75%
TestFlight Firebase Supabase CI/CD
☁️

Cloud & DevOps

AWS Services 80%
Docker & Containers 80%
CI/CD Pipelines 75%
GitHub Actions Runpod Microservices API Gateway
📊

Data & Analytics

PostGIS & Geospatial 75%
Data Visualization 70%
ETL Pipelines 70%
Google API n8n Analytics Webhooks
🔧

Emerging Technologies

IoT & ESP32 65%
Blockchain 60%
Model Control Protocol 70%
MCP Embedded Web3 OpenRouter

Featured Projects

Production-ready applications making real-world impact

LIVE APPLICATION

EduBuddy (MU Chat)

AI Campus Assistant Serving Mahidol University

Production-grade AI chatbot providing intelligent assistance to students and faculty at Mahidol University. Features natural language processing and institutional knowledge integration.

LLM RAG FastAPI React PostgreSQL
Visit Live Site Case Study
RESEARCH IMPACT

Brain Computer Interface Lab

15% improvement in diagnostic AUC

Advanced medical AI system for EEG data acquisition and CT/MRI classification using CNNs and Transformers. Achieved significant improvements in diagnostic accuracy for neurological conditions.

PyTorch CNN Transformers Medical Imaging EEG
View Research Technical Details
COMMERCIAL SUCCESS

Salayte Hashery Mobile App

5.0★ average rating on App Store

Complete mobile application lifecycle from development to App Store deployment. Consumer-focused app with exceptional user experience and high satisfaction ratings.

Flutter Dart Supabase TestFlight CI/CD
App Store Link Development Story
BUSINESS INTELLIGENCE

Map Analytics Platform

Geospatial Intelligence for Business Decisions

Advanced geospatial analytics platform providing site selection and traffic analysis capabilities for businesses. Integrates mapping technology with data analytics for informed decision-making.

Next.js FastAPI PostGIS Google API Prisma
View Demo Technical Breakdown
EDUCATIONAL INNOVATION

AI Agents Course Platform

Enabling AI Education at University Level

Comprehensive platform enabling professors to create and manage AI-focused university courses. Features interactive learning modules, hands-on AI agent development, and academic progress tracking.

TypeScript React LLM Educational Tech MongoDB
Platform Overview Implementation Guide
CIVIC TECHNOLOGY

Civic Engagement Platform

Connecting Citizens with Local Government

Digital platform facilitating communication between citizens and local government. Features issue reporting, community feedback systems, and transparent governance tracking for improved civic engagement.

Next.js Node.js PostgreSQL AWS API Integration
Project Repository Impact Report

Let's Build Something Amazing

Ready to transform your ideas into production-ready AI solutions? Let's start the conversation.

Email

vittawat.soo@gmail.com

GitHub

github.com/Boom-Vitt

LinkedIn

Connect on LinkedIn
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