01 / Product Builder
Systems that survive real use.
Medical AI, wearable ML, and web systems shaped around practical operations.
UCD HRH Princess Scholar · Dublin, Ireland
A new chapter in Dublin.
Wittawin Panta
Fully funded MSc Computer Science (Negotiated Learning) at University College Dublin, studying under the royal patronage of Her Royal Highness Princess Maha Chakri Sirindhorn.
Wittawin Panta
UCD HRH Princess Scholar
- Programme
- MSc Computer Science · Negotiated Learning
- University
- University College Dublin · Ireland
- Scholarship
- Fully funded · 1 of 2 recipients from Thailand
Royal patronage
A scholarship of trust. A responsibility to serve.
I am deeply grateful to receive the UCD HRH Princess Scholarship for my MSc Computer Science at University College Dublin. This scholarship is funded from the personal resources of Her Royal Highness Princess Maha Chakri Sirindhorn.
I will devote myself to my studies with diligence and bring back knowledge, technology, and expertise in service of Thailand, worthy of the royal trust placed in me.
- Programme
- MSc Computer Science (Negotiated Learning)
- University
- University College Dublin · Ireland
- Royal scholarship
- Fully funded · 1 of 2 recipients from Thailand
UCD
MSc Computer Science
Negotiated Learning · Dublin, Ireland
100%
Fully funded
UCD HRH Princess Scholarship
1 of 2
Thailand recipients
Selected for this royal scholarship
TH · IE · HU
International chapter
Thailand, Ireland, and Hungary
Operating identity
Build the product. Earn the trust. Move the market.
One operating style across AI systems, scholarship responsibility, partnerships, and work connecting Thailand, Ireland, and Hungary.
02 / Business Developer
Adoption needs choreography.
Market entry, stakeholder alignment, and university-industry coordination.
03 / Global Citizen
Context travels with the product.
Thailand, Ireland, and Hungary across research, interpretation, and public writing.
Build
Product Builder
From prototype to usable system.
Move
Business Developer
From capability to adoption.
Bridge
Global Citizen
From language to trust.
Product Builder & Business Developer
I build systems people can actually adopt.
Technical capability only matters when institutions trust it, teams can operate it, and markets are ready to move.
I work at the adoption layer: turning AI products into practical operations, partnerships, and cross-border business momentum.
01
Build
AI system
Turn technical capability into usable product infrastructure.
02
Trust
Institutions
Align clinicians, partners, universities, and decision makers.
03
Adopt
Operations
Move systems into teams, markets, and repeatable execution.
Universities & organizations
Institutions where research, business, and operations meet.
A clearer view of the organizations behind the work: medical AI research, computer science, consulting, digital innovation, health technology, and interpretation across Thailand, Ireland, and Hungary.
MoU operations
THINKology x CAMT, Chiang Mai University
Assisted the operations behind the Thai-Hungarian digital innovation MoU, connecting THINKology Solutions Ltd. and CAMT, CMU.
Read CMU announcement
Royal scholarship · MSc
University College Dublin
2026 - Present
MSc Computer Science (Negotiated Learning) · UCD HRH Princess Scholarship
View source
University research
Suranaree University of Technology
2025 - Present
University Research Assistant · Medical AI and HPC-backed LLM systems
View source
University research
Eötvös Loránd University
2020 - 2025
Computer Science BSc and wearable ML research assistantship in Budapest
View source
Digital innovation
THINKology Solutions Group
2023 - Present
Web developer, coordinator, and International Innovative Business Consultant
View source
Business consulting
Consulthink Solutions Ltd.
2023 - Present
Thai-Hungarian market bridge and technology-sector business development
Medical technology
Ocare Health Hub
2024 - 2025
Medical-AI deployment, DevOps, and operational tooling experience
Interpretation
Gilvádi Ltd.
2021 - 2025
Thai-English-Hungarian interpretation in professional and community settings
Experience
Built across labs, products, and operations.
The portfolio now extends from Thailand and Hungary to Dublin: a new UCD MSc chapter built on research assistantships, medical DevOps, consulting, trade advocacy, web systems, and multilingual interpreting.
2026 - Present
MSc Computer Science (Negotiated Learning) Scholar
University College Dublin · UCD HRH Princess Scholarship
Beginning a fully funded MSc Computer Science chapter in Dublin under the royal patronage of Her Royal Highness Princess Maha Chakri Sirindhorn, with a responsibility to bring knowledge, technology, and expertise back in service of Thailand.
2025 - Present
University Research Assistant
Suranaree University of Technology
Developing an LLM framework on HPC clusters for diabetes diagnosis from retinal images, with multimodal medical AI reliability evaluation.
2023 - Present
Business Consultant
Consulthink Solutions Ltd.
Negotiating trade opportunities and advocating for Hungarian companies entering Thailand, with a focus on technology-sector relationships.
2023 - Present
Web Developer & Coordinator
THINKology Solutions Group
Developing full-stack websites, SEO, and AI-enabled projects while coordinating a 2024 MOU between Chiang Mai University CAMT and THINKology to advance Thai-Hungarian digital innovation.
2023
University Research Assistant
Eötvös Loránd University, Budapest
Developed wearable ML applications for real-time movement detection using inertial sensors and contributed to published HAR research.
2021 - 2025
Interpreter & Community Builder
Gilvadi Ltd., Royal Thai Embassy, Thai Community Budapest
Delivered Thai-English-Hungarian interpretation in professional and diplomatic settings, and taught Hungarian to more than 60 Thai learners.
Writing archive
Public writing that connects scholarships, language, and open knowledge.
A curated archive of my Dek-D essays and Thai Wikipedia contributions: practical guides for students, Hungarian cultural bridges, business concepts, AI, science, and technical public knowledge.
View writing archive9
Dek-D essays and guides
29
Wikipedia contribution records
Selected systems
Projects with a research engine.
PhD research proposal
The Translating Latent Bus
A proposed architecture for heterogeneous multi-agent AI that lets different LLMs translate and share latent thoughts instead of relying on natural-language message passing.
AI SystemsLatent SpaceMulti-AgentGreen AIResearch
Pediatric activity recognition engine
Elite HAR Telemetry
A real-time wrist-worn IMU activity-recognition pipeline using 2-second Apple Watch sensor windows, physics features, stacked ensembles, and temporal smoothing.
Wearable MLHARApple WatchLightGBMCatBoost
iOS Health & Fitness app
SmokeLift
A private quit-smoking tracker for iPhone and iPad that helps users follow smoke-free time, cravings, cigarettes avoided, money saved, and personal milestones.
iOSHealth & FitnessSwiftUIPrivacyApp Store
Python game simulation
Isometric City Builder
A tycoon-style real-time city builder built with Python and Pygame, featuring a 2.5D isometric grid, zoning, roads, services, economy, traffic, power, education, fire rescue, disasters, and save/load management.
Game DevPythonPygameSimulationIsometric
Business coordination
Thai-Hungarian Digital Innovation MOU
Initiated and coordinated an MOU between Chiang Mai University CAMT and THINKology Solutions Group to advance technology collaboration.
BusinessPartnershipsDigital Transformation
Shipping stack
Tools I use to ship intelligent products.
A practical toolchain for moving from research prototype to useful product: models, retrieval, containers, distributed compute, mobile telemetry, and market-facing delivery.
Core language
Python
Research code, AI pipelines, automation, and backend tooling.
Model training
PyTorch
Deep learning experiments, medical AI models, and rapid research loops.
LLM ecosystem
Hugging Face
Transformers, model hubs, evaluation, adapters, and deployment workflows.
Distributed compute
Ray
Scalable jobs, parallel workloads, and ML system orchestration.
Shipping runtime
Docker
Reproducible services, deployment packaging, and reliable dev environments.
Apple apps
Swift
iOS sensor collection, wearable telemetry, and native app prototypes.
Service operations
Kubernetes
Container orchestration for production-grade medical and AI systems.
Vector search
FAISS
Similarity search, RAG memory, and retrieval-heavy AI products.
Efficient tuning
LoRA / QLoRA
Lean fine-tuning for specialized models without heavy infrastructure waste.
Knowledge systems
RAG
Grounded AI assistants that connect private context with LLM reasoning.
Research compute
HPC
Cluster-backed training, evaluation, and medical AI experimentation.
Market visibility
SEO & Analytics
Digital presence, growth loops, content structure, and measurable reach.
PythonPyTorchTransformersHugging FaceLoRA / QLoRARAGFAISSRayDockerKubernetesHPCBusiness DevelopmentTrade AdvocacySEOStakeholder CoordinationThai-Hungarian-English InterpretationDigital Transformation