Open to Collaboration
Konthee
Boonmeeprakob
Data Scientist · ML Engineer · AI Researcher
4+ years building production-grade AI — from pretraining large language models and fine-tuning Transformers, to deploying computer vision pipelines and real-time RAG systems. Multiple champion-level hackathon winner with 17+ competition wins.
4+
Years Exp.
17+
Hackathon Wins
20+
AI Projects
01
Experience
Career in Data Science & AI
Data Scientist
- Developed a computer vision system to accurately count pedestrians and vehicles in downtown Phuket.
- Built an end-to-end receipt-processing pipeline using a multimodal LLM with vision capabilities to recognise Thai handwritten text, extract vendor/date/line-item fields, and load structured records into BigQuery.
- Automated data pipelines by integrating n8n workflow automation, reducing manual effort and improving processing efficiency.
- Developed a RAG LINE chatbot integrated with BigQuery, improving real-time query handling and support response accuracy.
Research Assistant
- Conducted research in NLP, LLMs, and semantic technology for Thai language processing.
- Collaborated on NLP service platforms used by government and educational institutions.
Machine Learning Scientist
- Designed and implemented a Transformer-based OCR system (TrOCR) for Thai and English — setting a new multilingual document-processing standard.
- Led development of an OCR system extracting data from passports, MRZs, and Thai ID cards with 95% accuracy on complex documents.
- Implemented a RAG system with LLMs to enhance document retrieval performance.
Data Engineer
- Developed predictive models that optimised machine parameters, resulting in 15% increase in production efficiency.
- Designed a generative chatbot using GPT models with prompt engineering for document and database queries.
Data Scientist
- Created ML models to predict production line yield, improving forecasting accuracy by 20% and reducing waste.
- Automated data collection and processing, saving 200+ hours of manual work per month.
Research Assistant
- Applied ML algorithms to solve complex partial differential equations (PDEs).
- Developed classification models for material properties, leading to a web app that accelerated material research.
02
Education
Academic Foundation
Master's Degree in Physics
Prince of Songkla University, Songkhla
GPA 4.00
DPST Scholarship
2017 – 2021
Bachelor's Degree in Physics
First-Class Honours
First-Class Honours
Prince of Songkla University, Songkhla
GPA 3.84
DPST Scholarship
2013 – 2017
03
Awards & Honours
17+ Competition Wins
Mar 2026
AI Thailand Benchmark 2026 — LOTUSDIS Task 1
Won 1st Place and Secret Award. Surpassed baseline across all tasks; achieved top far-field microphone performance (BT3m, BT10m).
🥇 1st Place · 50,000 + 2,000 THB
Aug 2025
AI Thailand Hackathon 2025 — Champion
Led development of "Thai Audio Intelligence," a custom-voiced Thai voice agent addressing speed and variety limitations in current TTS systems.
🏆 Champion · 50,000 THB
Jun 2025
AI Benchmark 2025 — Meeting Transcription
Fine-tuned Transformer-based ASR for multi-speaker meeting transcription. Won Rounds 1 & 2.
Winner · 5,000 THB
Jun 2025
AI Benchmark 2025 — Machine Reading Comprehension
Fine-tuned an LLM on a custom question-answering dataset. Won Round 2.
Winner · 5,000 THB
Jun 2025
AI Benchmark 2025 — Chinese-to-Thai Translation
Fine-tuned an LLM on a specialised Chinese–Thai medical corpus. Won Round 1.
Winner · 5,000 THB
Oct 2024
Hackathon Burapha — Epidemiology
Analytical solution studying coronavirus spread between Thailand and South Korea.
1st Place · 20,000 THB
Sep 2024
Hackathon — Solar Power Forecasting
Advanced ML and time-series model for accurate solar power forecasting.
Winner
Aug 2024
Hackathon — Agriculture Classification
Image classification model for agricultural data. F1 Score: 0.999.
Winner · F1 0.999
Aug 2024
Hackathon — Malware Detection
Deep learning malware detection system. F1 Score: 0.89.
Winner · F1 0.89
Jun 2024
AI Cooking Thailand 2024
"Sawasdee" multimodal chatbot (text, image, ASR) for Thai tourism.
1st Runner-Up
Aug 2023
Super AI Engineer Season 3
Comprehensive AI program — workshops, real-world projects, internships, and competency demonstrations.
Silver Medal
Aug 2023
Hackathon — Liver Lesion Detection
RT-DETR model for liver lesion detection in ultrasound images.
1st Runner-Up · 10,000 THB
Aug 2023
Hackathon — Human Activity Recognition
DeepConvNet for real-time human activity classification from signal data.
Winner
Jul 2023
Hackathon — Fake Number Detection
Fake number detection using ELA and EVA-02 for digital forensics.
Winner
Jul 2023
Hackathon — Multi-Modal Classification
Zero-shot learning with xlm-roberta-large-ViT-H-14 (CLIP) for text + image classification.
Winner
Mar 2023
Hackathon — Thai Handwritten Character Recognition
EVA-02 model for Thai handwritten character recognition and OCR improvement.
Winner
Dec 2022
Hackathon — Image NER
Tesseract OCR + Transformer models for named entity recognition from images.
Winner
04
Skills
Technical Stack & Interests
Languages
Tools & DevOps
ML / AI
Libraries
Interests
Let's build something great.
Open to collaborations on AI research, data science projects, and innovative hackathon ideas.