Hi! I'm Khiw (Ikkyu) Nitithadachot, a passionate Developer | Data Scientist with a love for Generative AI and Engineering Simulations. I specialize in a wide range of technologies from CFD/FEA consulting to Generative AI for various applications, and I'm always exploring the latest in machine learning and simulation workflows.
Check out my featured projects and more below! 🚀
I provide consultation for Computational Fluid Dynamics (CFD) and Finite Element Analysis (FEA) using tools like Ansys and Moldex3D. My expertise ensures efficient and optimized solutions for your complex engineering challenges.
🔗 Explore Project
🛠 Tools: Ansys, Moldex3D, SolidWorks
Developed Generative AI models to assist Thai writers in creating high-quality content using Natural Language Processing (NLP) techniques. This project is designed to elevate the creative process.
🔗 Explore Project
🛠 Tools: Python, Transformers, NLP
Focused on generating accurate and high-quality voices for Thai Language using Generative AI models. This project ensures that AI-generated voices are not just fluent, but factual.
🔗 Explore Project
🛠 Tools: Python, Text-to-Speech (TTS), Thai Language Models
Built a recommendation system API using multimodal vision-based Retrieval-Augmented Generation (RAG) models to suggest the best visualizations for datasets. This system leverages both AI and data science to improve data interpretation.
🔗 Explore Project
🛠 Tools: Python, RAG, Computer Vision
Automated the COMSOL Multiphysics simulation process through API integration, allowing seamless workflows that reduce manual labor and enhance accuracy in engineering simulations.
🔗 Explore Project
🛠 Tools: COMSOL, API Integration, Python
An exciting upcoming project that will explore Physics-Informed Neural Networks (PINNs) to push the boundaries of engineering simulations with AI-driven accuracy.
🛠 Tools: PINNs, TensorFlow, Engineering Simulation
- Mastering Computer Vision in Python with OpenCV
- Exploratory Data Analysis for Machine Learning
- Supervised Machine Learning: Regression
- Data Science Essential #7
- CFD and FEA Simulations: Ansys, Moldex3D, COMSOL
- Generative AI: Text Generation, Voice Synthesis, NLP
- Machine Learning: Regression, Classification, TensorFlow
- Data Visualization: Power BI, API-based solutions
- Cloud Computing: AWS, API Integrations
📌 Understanding Generative AI Models
📌 The Rise of NLP and Text Generation
📌 Enhancing Business Strategies with AI
- CP Group
- Thailand Institute of Nuclear Technology
- Arçelik Hitachi
Feel free to reach out if you'd like to collaborate on a project or discuss exciting opportunities!
📧 Email: [email protected]
🌐 LinkedIn: getintheq
Thanks for visiting! 😄👋