Developed QR Code solutions leveraging Computer Vision algorithms
Led research to identify optimal Large Language Models (LLMs) and Multimodal systems for advanced chatbot integration
Performed experiments and analyses to assess LLM and Multimodal platform performance in chatbot applications
Specialized in diverse text-generation LLMs: OpenAI-GPT (3/3.5/4), Llama2 (7B/13B/70B), and others
Prepared specialized datasets for LLM fine-tuning
Fine-tuned OpenAI-GPT (3/3.5) and Llama2 7B for conversational chatbots
Built a character-centric chatbot system integrating AI-driven character creation with LLMs
Deployed chatbot infrastructure on AWS, optimizing database management with AWS tools
Enhanced user interaction by optimizing system prompts for intuitiveness and responsiveness
Implemented LLM-based named-entity recognition system
Utilized the LangChain for document insight extraction
Generated AI Character Images with Stable Diffusion
Played a strategic role in aligning AI and chatbot technology deployment with organizational goals and user needs
Research Assistant (Part-time)
AI Center, Asian Institute of Technology, Thailand
May 2022 - Sep 2023
Implemented trench profile measurement using computer vision for "Trench Measurement System with Point Clouds" project, funded by the Bangkok Metropolitan Waterworks Authority
Conducted technological research; produced methodology reports
Selected and integrated optimal hardware components
Refined hardware design for measurement device precision and durability
Developed real-time trench profile measurement algorithm in C++ using 2D point cloud data
Innovated 3D point cloud preprocessing for efficient 2D conversion
Standardized measurement data formats for web server transmission
Developed GUI for measurement, review, and data upload
Designed electronic circuit diagrams for measurement devices
Authored code documentation for maintainability and developer handoff
Compiled user manual with installation instructions
Deployed software on Jetson Xavier NX using Docker
Proposed AI algorithm improvements for measurement refinement
Coordinated targeted data acquisition for AI algorithm optimization
Presented project updates in development sprints and stakeholder meetings
Provided system design insights in monthly reviews, addressing hardware, software, and cloud components
Authored documentation including weekly progress updates