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Hi, I'm Kunat
Lead AI Scientist & Senior AI & Software Engineer
Bridging cutting-edge AI research and production—shipping systems that create real-world impact.
Built SOTA Thai multimodal-LLMs 1M+ model downloads, 30M+ API requests. Built and drove Thailand's top research team to ship low-resource, multimodal, and reasoning systems.
Ex-founder and full-stack AI builder—from research to production, frontend, and product. I turn frontier AI research into impactful products.
Research Impact ✨
Engineering Impact ⚡
🧠 Area of Expertise
▪ Engineering & Product
▪ Research & Research Themes
▪ Collaborative Research & Open Source
🛠️ Recent projects
See all projects-
Typhoon: Open-Source Language Technologies for Thai Language Knowledge, and Culture
Thai-optimized language models and leading industry research labs, coverage from llm alignment research, low-resource adaption to multimodal and reasoning capabilities. We aim to advance Thailand and help it become a builder, not just a user.
Key AchievementsPioneered Thai LLMs (1M+ downloads, 30M+ API requests), being first model using with-in SCBx, and won Techsauce Innovation Award 2024.
ImpactEstablished one of Thailand's top AI research lab, democratizing AI for low-resource languages and positioning Thailand as an AI innovation hub instead of users.
Demo CodeRead more -
LLM-Powered B2C AI Companion Applications (Stealth Product)
A global B2C product with 2000+ concurrent user and 1M+ users.
Key AchievementsEngineered high-scale LLM infrastructure for 1M+ users (2k concurrent, 20 calls/sec), developed real-time LLM pipelines, implemented custom workarounds on open-source LLMs during Llama 2 era, and deployed open-source LLMs at production scale.
ImpactDirectly contributed to the successful launch and scaling of a global B2C product, delivering LLM-powered companion features to a large audience.
📚 Latest publications
See all publications- arXiv:2505.14157
Prior Prompt Engineering for Reinforcement Fine-Tuning
P. Taveekitworachai, P. Manakul, S. Nutanong, K. PipatanakulRead paper - ACL 2025 Main
Mind the Gap! Static and Interactive Evaluations of Large Audio Models
M. Li, W. B. Held, M. J. Ryan, K. Pipatanakul, P. Manakul, H. Zhu, D. YangRead paper - SCI-FM Workshop @ ICLR 2025
Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging -- An Open Recipe
K. Pipatanakul, P. Taveekitworachai, P. Manakul, K. TharnpipitchaiRead paper
💼 Work Experience
See all work-
SCB 10X
Lead AI Scientist
Overview
As Lead AI Scientist at SCB 10X, I led Typhoon Team and collaborate with SCBx R&D to democratize AI systems for low-resource languages and position Thailand as a leading AI innovation hub.
Key Achievements
- Founding member of the Typhoon Team, building it from the ground up into Thailand’s top AI research lab
- Led and launched multiple LLMs optimized for Thai, achieving over 1M downloads on Hugging Face and more than 30M API requests
- Actively contributed as both an individual contributor and supervisor across the majority of Typhoon Lab’s projects
Major Projects
- Typhoon2: text, vision, and audio multi-modality model (one of the first in SEA)
- Typhoon Audio2: one of the first end-to-end speech LLMs in SEA
- Typhoon T1: Southeast Asia’s first reasoning model
- Typhoon R1: the most advanced reasoning LLM tailored for Thai
- Typhoon OCR: next-generation bilingual vision-language model for document parsing, outperforming GPT-4o and Gemini 2.5 Flash in Thai document understanding
- Typhoon Translate: lightweight Thai-English translation model for edge devices, outperforming GPT-4o, Claude 3.7, and Gemini 2.5 Flash
- Typhoon ASR Real-Time: real-time Thai speech-to-text model with streaming capabilities, trained from scratch using Transducer architecture
Recognition
Won Techsauce innovation award 2024
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SCB 10X
Senior AI & Software Engineer
Overview
As Senior AI & Software Engineer at SCB 10X, I worked with the Venture Building - Platform Team, crafting strategy and execution toward building the next Thai unicorn startup in the era of AI.
Key Achievements
- Main author of Typhoon, the most competitive Thai Large Language Model
- Designed a Thai knowledge evaluation system from scratch for LLMs
- Designed and implemented a continuous pretraining pipeline to adapt English-focused LLMs to Thai
- Published research: https://arxiv.org/abs/2312.13951
- Contributed to direction/theme and framework for AI project guidelines for the overall Venture Builder team
- Collaborated across all Venture Builder AI projects and initiatives
Impact
The work done during this period laid the foundation for what would become Typhoon Team, later established as Thailand’s premier AI research lab focused on language model development for Thai and regional languages.