Malaysia
5:54 UTC
Khor Siang Hooi
AI/ML Architect, Full Stack Developer
About
An AI/ML Architect and Full Stack Developer with proven ability to deliver end-to-end production systems from concept to launch within 30 days. Led end-to-end technical execution by architecting scalable, cost-effective AI and software solutions aligned with evolving product and business needs. Successfully architected, designed, built, and deployed a live healthcare SaaS platform, delivering production-ready systems under startup resource constraints.
Expertise includes front-end development, Django, PostgreSQL, REST APIs, and ML frameworks (PyTorch, TensorFlow), with a focus on translating business requirements into robust, scalable technical solutions. Passionate about building intelligent systems that create measurable business impact while driving growth into senior technical leadership roles.
An AI/ML Architect and Full Stack Developer with proven ability to deliver end-to-end production systems from concept to launch within 30 days. Led end-to-end technical execution by architecting scalable, cost-effective AI and software solutions aligned with evolving product and business needs. Successfully designed, built, and deployed a live healthcare SaaS platform, delivering production-ready systems under startup resource constraints.
Expertise includes front-end development, Django, PostgreSQL, REST APIs, and ML frameworks (PyTorch, TensorFlow), with a focus on translating business requirements into robust, scalable technical solutions. Passionate about building intelligent systems that create measurable business impact while driving growth into senior technical leadership roles.
Contact
Portfolio Website
Portfolio Website
Portfolio Website
Artworks
Artworks
Artworks
Education
Master of Bioinformatics
University of Malaya
·
2023 - 2024
Graduated with Distinction (CGPA: 4.0/4.0)
Master of Bioinformatics
Universiti Malaya
·
2023 - 2024
Graduated with Distinction (CGPA: 4.0/4.0)
Bachelor of Biomedical Science
University of Malaya
·
2019 - 2023
Graduated with Distinction
Bachelor of Biomedical Science
Universiti Malaya
·
2019 - 2023
Graduated with Distinction
Bachelor of Medicine and Bachelor of Surgery (MBBS)
University of Malaya
·
2016 - 2018
I made informed decision to pivot from medicine to biomedical science to better match my goals, then earned a Master’s in Bioinformatics to focus on healthcare data science and AI.
Bachelor of Medicine and Bachelor of Surgery (MBBS)
Universiti Malaya
·
2016 - 2018
I made informed decision to pivot from medicine to biomedical science to better match my goals, then earned a Master’s in Bioinformatics to focus on healthcare data science and AI.
Foundation of Science
Malacca Matriculation College
·
2014 - 2015
Graduated with Distinction (CGPA: 4.0/4.0)
Foundation of Science
Malacca Matriculation College
·
2014 - 2015
Graduated with Distinction (CGPA: 4.0/4.0)
Sijil Pelajaran Malaysia
SMJK Krian, Perak
·
2013
10As (8A+s, 1A, 1A-)
Sijil Pelajaran Malaysia
SMJK Krian, Perak
·
2013
10As (8A+s, 1A, 1A-)
Experience
Founding AI/ML Architect & Full Stack Developer
HEYDOC Health
·
March 2025 - May 2025
Founding core team member, heavily involved in decision making process.
Led technical execution and AI system architecture as the sole developer, bringing products from concept to launch.
Architected and delivered full-stack healthcare solutions, including HARMONi Lite—a public accessible drug pricing analytics platform for healthcare professionals to optimise their pricing better.
Aligned tech development with product strategy, driving KPI-focused features and collaborating with business and healthcare stakeholders.
Built interactive dashboard demos to showcase healthcare KPIs, forecasting outputs, and product features for key regulatory and healthcare stakeholders, directly supporting critical early-stage partner engagements.
Developed ETL pipelines using real-world pharmaceutical datasets to power data-driven healthcare decisions.
Balanced technical innovation with budget and scalability constraints, ensuring solutions were cost-effective and aligned with early product-market fit.
Founding AI/ML Architect & Full Stack Developer
HEYDOC Health
·
March - May 2025
Founding core team member, heavily involved in decision making process.
Led technical execution and AI system architecture as the sole developer, bringing products from concept to launch.
Architected and delivered full-stack healthcare solutions, including HARMONi Lite—a public accessible drug pricing analytics platform for healthcare professionals to optimise their pricing better.
Aligned tech development with product strategy, driving KPI-focused features and collaborating with business and healthcare stakeholders.
Built interactive dashboard demos to showcase healthcare KPIs, forecasting outputs, and product features for key regulatory and healthcare stakeholders, directly supporting critical early-stage partner engagements.
Developed ETL pipelines using real-world pharmaceutical datasets to power data-driven healthcare decisions.
Balanced technical innovation with budget and scalability constraints, ensuring solutions were cost-effective and aligned with early product-market fit.
Postgraduate Researcher
University of Malaya
·
Oct 2023 - Sep 2024
AI-driven healthcare deep learning model for myocardial infarction detection using AP4-echocardiogram videos, running frame-by-frame analysis.
Utilized a pre-trained U-Net model to segment the left ventricle from A4C echocardiogram frames and extracted contours for GLS analysis.
Optimized an existing LSTM model to classify myocardial infarction from GLS time-series data across six ventricular regions, resolving performance and bug issues to make it workflow-ready.
Explored and utilized machine learning/deep learning libraries, including PyTorch, OpenCV, TensorFlow, and Scikit-learn, for model development and optimization.
Bridged communication between cardiologists at UiTM Hospital and the technical team, translating clinical jargons into computational requirements and ensuring alignment between medical expectations and technical implementation.
Postgraduate Researcher
Universiti Malaya
·
Oct 2024 - Sep 2024
AI-driven healthcare deep learning model for myocardial infarction detection using AP4-echocardiogram videos, running frame-by-frame analysis.
Utilized a pre-trained U-Net model to segment the left ventricle from A4C echocardiogram frames and extracted contours for GLS analysis.
Optimized an existing LSTM model to classify myocardial infarction from GLS time-series data across six ventricular regions, resolving performance and bug issues to make it workflow-ready.
Explored and utilized machine learning/deep learning libraries, including PyTorch, OpenCV, TensorFlow, and Scikit-learn, for model development and optimization.
Bridged communication between cardiologists at UiTM Hospital and the technical team, translating clinical jargons into computational requirements and ensuring alignment between medical expectations and technical implementation.
Undergraduate Researcher
University of Malaya
·
Sep 2022 - Aug 2023
Conducted research on the genetic polymorphism of PkDBPαII in Malaysian Plasmodium knowlesi isolates.
Analyzed genetic variations to assess strain diversity and stability.
Developed expertise in molecular techniques, including PCR, DNA sequencing, and phylogenetic analysis.
Undergraduate Researcher
Universiti Malaya
·
Sep 2023 - Aug 2023
Conducted research on the genetic polymorphism of PkDBPαII in Malaysian Plasmodium knowlesi isolates.
Analyzed genetic variations to assess strain diversity and stability.
Developed expertise in molecular techniques, including PCR, DNA sequencing, and phylogenetic analysis.
Product Photographer & Videographer
Freelance
·
2019 - 2023
Specialized in product photography and videography, creating visually compelling content.
Developed strong client relationships to enhance brand storytelling.
Collaborated with local brands, including Sugarbelle and Softlove.
Product Photographer & Videographer
Freelance
·
2019 - 2023
Specialized in product photography and videography, creating visually compelling content.
Developed strong client relationships to enhance brand storytelling.
Collaborated with local brands, including Sugarbelle and Softlove.
Laboratory Assistant
University of Malaya Medical Centre (UMMC)
·
July 2022 - Sep 2022
Gained proficiency in specimen processing, culture, microscopic examination, molecular testing, and data documentation.
Rotated through five laboratory disciplines: Virology, Clinical Bacteriology, Mycology, Tuberculosis, and Molecular Imaging.
Laboratory Assistant
UMMC
·
July 2022 - Sep 2022
Gained proficiency in specimen processing, culture, microscopic examination, molecular testing, and data documentation.
Rotated through five laboratory disciplines: Virology, Clinical Bacteriology, Mycology, Tuberculosis, and Molecular Imaging.
Selected Works
Side Projects: Artworks
Tech Skills / Stack
Python
Django
REST API
HTML
Tailwind CSS
JavaScript
R
Azure
PostgreSQL
MySQL
PHP
VS Code
Jupyter Notebook
Figma
Framer
Certifications
Volunteering / Career Break
Awards
Languages
English
Native / Bilingual
English
Native / Bilingual
Mandarin
Native / Bilingual
Mandarin
Native / Bilingual
Malay
Native / Bilingual
Malay
Native / Bilingual
Cantonese
Native / Bilingual
Cantonese
Native / Bilingual