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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 (100K+ 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.
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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.
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Spacely.ai
AI-powered interior design platform where I served as early Tech Lead and AI Engineer.
Key AchievementsWorked as early Tech Lead and AI Engineer at Spacely.ai, laying the foundation for the image generation model, pipeline, and achieve product-market fit, contributing to its development into fully spin-off as independent start-up with seed round funding.
ImpactContributed to the technical foundation that enabled Spacely.ai to scale and eventually spin off as an independent startup. The platform later achieved significant growth and recognition in the design industry.
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Vmagine - AI Art Generator App
Mobile app using Image Generative AI for image/art creation with pro-grade image editing features.
Key AchievementsBuilt an AI art generator app with custom diffusion models, pro-grade image editor, and personalized AI avatar system using automated fine-tuning.
ImpactA comprehensive AI art creation platform combining generative AI with professional editing tools. Achieved ~4.6 App Store rating with positive user reception.
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Save My Voice
Award-winning app that help hearing impaired people to see their voice.
Key AchievementsDeveloped an app using multiple speech AI technologies to verify various aspects of users' speech and help them practice.
ImpactEnabled hearing-impaired individuals to visualize their own voices, helping them practice and preserve their ability to speak. Recognized and awarded at Cannes Lions 2023, Adman 2023, and MAD STARS 2023.
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AI Eyes
AI solution predicting human perception of packaging designs using computer vision and attention models.
Key AchievementsDeveloped an AI solution using computer vision and attention models to predict human perception of packaging, featuring heat maps and design recommendations.
ImpactHelped brands optimize packaging designs for better shelf presence and consumer engagement, successfully deployed with FMCG companies.
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QQ - AI-Powered Questionnaire Analysis
Questionnaire platform for analyzing open-ended responses at scale using advanced NLP techniques.
Key AchievementsDeveloped a platform using NLP (topic modeling, clustering) for automated analysis of open-ended questionnaire responses.
ImpactEnabled businesses and researchers to extract meaningful insights from large-scale qualitative data questionnaire efficiently.
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Missing Person Reporter
Award-winning campaign using face swap technology to increase awareness of missing persons in Thailand.
Key AchievementsLeveraged face swap technology for a social impact campaign by transferring single-image face swaps of missing person onto key opinion leaders (KOLs) to make the campaign more memorable.
ImpactIncreased public awareness and reports of missing person sightings leading to a success campaign, which won Spikes Asia 2022, Adfest 2022, and Adman Awards 2021.
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Visible-Track
Award-winning app that translates visuals into sound, enabling the visually impaired to experience music videos using AI technology.
Key AchievementsDeveloped an app using real-time AI visual detection to translate visuals to sound.
ImpactEnabled visually impaired individuals to experience music videos. Recognized and awards at Adman, Adfest, and MAD STARS.
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KUU Creator
Mobile app for online sellers to create professional ad/content images with AI-powered tools.
Key AchievementsBuilt a mobile app with in-house AI background removal and Smart AI Search system, developing the complete pipeline from data labeling to model training and deployment.
ImpactA competitive AI background removal quality comparable to global products like PhotoRoom and Remove.BG. Achieved ~4.7 App Store rating helping online sellers create professional content.
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