I am Siang Hooi

I'm Siang Hooi

LLMOps Consultant & Full Stack Developer with proven track record of delivering production AI systems from concept to deployment, also a Bioinformatics Master's Graduate from the University of Malaya. I specialize in building scalable, intelligent systems that solve complex business problems through advanced language models, RAG, and multimodal AI pipelines. My healthcare background provides deep understanding of regulated, high-stakes environments while I actively expand expertise across diverse industries and use cases. 

Directions

Generative AI

LLM Ops

Full Stack Development
Machine Learning & Deep Learning
Predictive Modelling
Computer Vision
UI UX Designs
Generative AI

LLM Ops

Full Stack Development
Machine Learning & Deep Learning
Predictive Modelling
Computer Vision
UI UX Designs

Tools

Jupyter Notebook
Google Colab
VS Code
R Studio

GitHub
Figma
Framer
Notion
Jupyter Notebook
Google Colab
VS Code
R Studio

GitHub
Figma
Framer
Notion

Skillsets

Programming & Scripting: 
Python, R, SQL, HTML, CSS, JavaScript, PHP
Web Development: 
Django, ⁠ Django REST Framework⁠⁠, ⁠ HTML, ⁠ CSS, ⁠ JavaScript ⁠
Backend & Databases: 
PostgreSQL, ⁠ MySQL, REST APIs ⁠
Tools & Dev Environments: 
VS Code⁠, ⁠ Jupyter Notebook⁠, ⁠ Google Colab, ⁠ GitHub
Data Science & AI/ML: 
PyTorch, TensorFlow, ⁠ OpenCV, ⁠ Scikit-learn, ⁠ Pandas, ⁠ NumPy 
Cloud & Deployment:
Azure

Design & Prototyping:
Figma, ⁠ Framer, ⁠ Wix ⁠
Current Exploring:
Langchain, Docker, PowerBI, Tableau
Programming & Scripting: 
Python, R, SQL, HTML, CSS, JavaScript, PHP
Web Development: 
Django, ⁠ Django REST Framework⁠⁠, ⁠ HTML, ⁠ CSS, ⁠ JavaScript ⁠
Backend & Databases: 
PostgreSQL, ⁠ MySQL, REST APIs ⁠
Tools & Dev Environments: 
VS Code⁠, ⁠ Jupyter Notebook⁠, ⁠ Google Colab, ⁠ GitHub
Data Science & AI/ML: 
PyTorch, TensorFlow, ⁠ OpenCV, ⁠ Scikit-learn, ⁠ Pandas, ⁠ NumPy 
Cloud & Deployment:
Azure

Design & Prototyping:
Figma, ⁠ Framer, ⁠ Wix ⁠
Current Exploring:
Langchain, Docker, PowerBI, Tableau

Education

Master of Bioinformatics
University of Malaya, Malaysia
2023 - 2024
Bachelor of Biomedical Science
University of Malaya, Malaysia
2019 - 2023

Bachelor in Medicine and Bachelor in Surgery (MBBS) 
University of Malaya, Malaysia
2016 - 2018

Foundation of Science
Malacca Matriculation College, Malaysia
2014 - 2015
Master of Bioinformatics
University of Malaya, Malaysia
2023 - 2024
Bachelor of Biomedical Science
University of Malaya, Malaysia
2019 - 2023

Bachelor in Medicine and Bachelor in Surgery (MBBS) 
University of Malaya, Malaysia
2016 - 2018

Foundation of Science
Malacca Matriculation College, Malaysia
2014 - 2015

Work Experience

Consultant, LLM Ops
Entermind.ai, Malaysia
2025 - Present

Founding AI/ML Architect & Full Stack Developer
HEYDOC Health, Malaysia
2025
Postgraduate Researcher
University of Malaya, Malaysia
2023 - 2024

Undergraduate Researcher
University of Malaya, Malaysia
2022 - 2023

Laboratory Assistant
University of Malaya Medical Centre (UMMC), Malaysia
2022

Freelance Photographer & Videographer
Kuala Lumpur, Malaysia
2019 - 2023
Consultant, LLM Ops
Entermind.ai, Malaysia
2025 - Present

Founding AI/ML Architect & Full Stack Developer
HEYDOC Health, Malaysia
2025
Postgraduate Researcher
University of Malaya, Malaysia
2023 - 2024

Undergraduate Researcher
University of Malaya, Malaysia
2022 - 2023

Laboratory Assistant
University of Malaya Medical Centre (UMMC), Malaysia
2022

Freelance Photographer & Videographer
Kuala Lumpur, Malaysia
2019 - 2023

FAQ

Why are you interested in Healthcare AI?

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What technical skills do you have?

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What makes you unique as a developer in the healthcare space?

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How do you approach learning new technologies?

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What's your experience with production systems and scalability?

+

Where do you see your career heading in the next 5 years?

+

Are you open to relocation and opportunities requiring visa sponsorship?

+

FAQ

Why are you interested in Healthcare AI?

+

What technical skills do you have?

+

What makes you unique as a developer in the healthcare space?

+

How do you approach learning new technologies?

+

What's your experience with production systems and scalability?

+

Where do you see your career heading in the next 5 years?

+

Are you open to relocation and opportunities requiring visa sponsorship?

+

FAQ

Why are you interested in Healthcare AI?

+

What technical skills do you have?

+

What makes you unique as a developer in the healthcare space?

+

How do you approach learning new technologies?

+

What's your experience with production systems and scalability?

+

Where do you see your career heading in the next 5 years?

+

Are you open to relocation and opportunities requiring visa sponsorship?

+

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