Sirada Kittipaisarnkul
I am a results-driven Machine Learning Engineer and AI Systems Architect with a Master's degree in Artificial Intelligence for Medical Imaging.
About
I am a results-driven Machine Learning Engineer and AI Systems Architect with a Master’s degree in Artificial Intelligence for Medical Imaging. My hands-on experience in delivering end-to-end AI, data, and automation solutions allows me to bridge the gap between machine learning, data analytics, and low-code system design. I am passionate about integrating ML models, LLMs, and business automation tools to accelerate decision-making and drive digital transformation. My goal is to leverage my skills to create impactful intelligent systems that improve efficiency and decision-making processes in various industries.
- 3 years' experience
- Joined March 2026
Skills· 2
Languages
- EnglishFluent
- ThaiFluent
Industry experience
- Healthcare
- Government
- Financial Services
- Life Sciences
- Software & Internet
Work experience· 5 roles
Designed and deployed end-to-end low-code AI systems integrating Microsoft Power Apps, Power Automate, and ML models to automate analytical workflows. Led requirement gathering, system architecture, and database design, ensuring scalable, modular, and user-friendly automation solutions. Improved process efficiency by 30-90% through intelligent workflow automation.
Developed AI pipelines for disease detection using weakly supervised deep learning. Conducted data preprocessing and model interpretability analysis, achieving 94.8% accuracy and 90.9% F1-score. Collaborated with clinicians for actionable insights.
Performed quantitative analysis of imaging features across protocols, assessing stability and reproducibility under varying acquisition parameters.
Education
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