Malaysia
16:18 UTC
Khor Siang Hooi
LLMOps Consultant at Entermind AI
About
LLMOps Consultant transitioning from healthtech founding developer role to enterprise AI consulting. Proven technical owner of end-to-end SaaS deployments with Master's in Bioinformatics. Forward-deployed engineer, specializing in AI agents systems and multimodal AI solutions. Cross-domain adaptability from regulated healthcare to diverse industries, committed to continuous learning and delivering business value.
Contact
Portfolio Website
Portfolio Website
Portfolio Website
Resume
Resume
Resume
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
Consultant, LLM Ops
Entermind AI
·
Sep 2025 - Present
Consultant, LLM Ops
Entermind AI
·
Sep 2025 - Present
Founding AI/ML Architect & Full Stack Developer
HEYDOC Health
·
March 2025 - May 2025
Founding core team member, heavily involved in decision making process.
Spearheaded the design, development, and launch of HEYDOC’s first product, HARMONi Lite — a nationwide public drug pricing analytics SaaS platform within 30 days, for healthcare providers.
Led technical execution and AI system architecture as the sole developer, bringing products from concept to launch.
Built interactive KPI dashboards and forecasting modules to support stakeholder engagements, including Ministry-level health regulators.
Developed ETL pipelines using real-world pharmaceutical datasets to power data-driven healthcare decisions.
AI/ML Architect & Full Stack Developer
HEYDOC Health
·
March - May 2025
Founding core team member, heavily involved in decision making process.
Spearheaded the design, development, and launch of HEYDOC’s first product, HARMONi Lite — a nationwide public drug pricing analytics SaaS platform within 30 days, for healthcare providers.
Led technical execution and AI system architecture as the sole developer, bringing products from concept to launch.
Built interactive KPI dashboards and forecasting modules to support stakeholder engagements, including Ministry-level health regulators.
Developed ETL pipelines using real-world pharmaceutical datasets to power data-driven healthcare decisions.
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.
Postgraduate Researcher
Universiti 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.
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
Certification
Volunteering / Career Break
Award
Language / Dialect
English
Native / Bilingual
English
Native / Bilingual
Mandarin
Native / Bilingual
Mandarin
Native / Bilingual
Malay
Native / Bilingual
Malay
Native / Bilingual
Cantonese
Native / Bilingual
Cantonese
Native / Bilingual
Hokkien
Native / Bilingual
Hokkien
Native / Bilingual
Teochew
Native / Bilingual
Teochew
Native / Bilingual