5th Place, ACM SIGIR 2025 LiveRAG Challenge
Highest-ranked industry team among 40 teams worldwide, with DoTA-RAG selected for oral and poster presentations.
Highest-ranked industry team among 40 teams worldwide, with DoTA-RAG selected for oral and poster presentations.
Built MANage In The Middle (MITM), a personalized meeting summarizer and feedback tool, in two days at SCB 10X in Bangkok. Combined ASR with Typhoon 1.5X 70B agents and a hierarchical summarization RAG pipeline to correct transcription errors and produce reliable multi-speaker summaries.
Placed 1st among 157 teams in the opening round on English–Thai machine translation and Thai image captioning. In the final, built a free-form Thai OCR system with a vision-language model and fine-tuned BLIP-2 with SeaLLM using LoRA and distributed training on LANTA A100 GPUs.
Built PlayVest, a generative-AI financial adviser integrated with a simulated trading platform, in nine days at SCB 10X in Bangkok. Combined guardrails, intent classification, retrieval-augmented generation, and text-generation models.
Built Expand the Love, a visual novel using open-source AI, in two days for the Hugging Face online game jam. Used Stable Diffusion, SRGAN, GPT-4, and Unity, fine-tuning Stable Diffusion to maintain consistent characters, clothing, expressions, and poses.
Built The Dispatcher at AI and Robotics Ventures: an autonomous, air-powered anti-drone system with a detachable net. Developed real-time drone detection, classification, and tracking software running on NVIDIA Jetson Xavier at 60 fps.
Completed eight AI hackathons spanning NLP, computer vision, signal processing, robotics, IoT, and data science, with several top-three finishes. Led motion control for a first-aid robot, achieving top performance with PID control implemented in MATLAB.