Isaac, CK Tai

Data Scientist | Data Engineer | Cloud Platforms Certified

About

Data scientist and software developer.

A quick to learn and proactive team player who is passionate about applying expertise in data analytics, machine learning and deep learning with cloud computing to produce actionable insights and innovate in the fast-paced industry.

About Isaac CK Tai

Skills

Category Items
Topics ML/DL Data Viz Data Engineering CI/CD
ML/DL Platforms Azure Databricks Microsoft Fabric Amazon SageMaker Google Vertex AI BigQuery
ML/DL Libraries Scikit-learn PyTorch TensorFlow Keras PySpark Hugging Face OpenCV
Programming Python C++ SQL JavaScript R MATLAB VBA
Software/BI Platform Tableau Power BI Looker Docker VS Code VS Studio Eclipse
Tools Microsoft Copilot Postman RESTAPI Shell Scripting

Portfolio

Melisma
Melisma AI Music Screenshot
Revised diffusion model code to improve quality of AI-generated music.
ML/DL Scikit-learn PyTorch Python
Tableau Public Tableau
Tableau Public Dashboard
Designed and published publicly available interactive dashboards for business intelligence.
Data Viz Tableau
Kaggle Kaggle
Kaggle Competitions
Participated competitions involving common ML/DL applications like sentimental analysis, classification and prompt engineering.
ML/DL Data Viz Scikit-learn PyTorch TensorFlow Keras Python
Hugging Face Hugging Face
Hugging Face Models
Hosted models with fine-tuning using pre-trained models for common ML/DL tasks.
ML/DL Hugging Face Python

Qualifications

Title and Credentials Topics Skills
Certification Microsoft Certified: Fabric Data Engineer Associate Data Engineering Microsoft Fabric
PySpark SQL
Certification AWS Certified Machine Learning Engineer - Associate ML/DLData Engineering
CI/CD		 Amazon SageMaker
PySparkDocker
Specialization Course Google Advanced Data Analytics ML/DL Data Viz
Data Engineering		 Python SQL
Tableau
Specialization Course Google Data Analytics Data Viz Data Engineering Python SQL R
Tableau
Specialization Course Data Visualization with Tableau by UC Davis Data Viz Tableau
Certificate Google Cloud Data Analytics Certificate Data Viz Google Vertex AI
BigQuerySQL Looker
Certification AWS Certified Solutions Architect – Associate CI/CD Docker

More qualifications at Credly Credly, Google Cloud Skill Boost Google Cloud and Microsoft Learn Microsoft Learn.

Experience

Date Title Company / Institution
Jan 2025 - Mar 2025 (Freelance) Freelance Data Scientist KAGURA Music Pub. (Japan)
ML/DL Scikit-learn PyTorch Python VS Code Microsoft Copilot Postman RESTAPI
Jul 2020 - Jul 2024 Quantitative Analyst Sapiens Technologies Ltd
ML/DL Data Viz CI/CD Google Vertex AI TensorFlow Python C++ JavaScript Docker Eclipse RESTAPI Shell Scripting
Jan 2015 - Jun 2020 Software Developer Associate Cash Algo Finance Group Ltd
Data Viz Python C++ SQL Power BI Eclipse RESTAPI Shell Scripting
Aug 2010 - Dec 2014 Research Analyst Cash Dynamic Opportunities Investment Ltd
Data Viz C++ SQL R VBA VS Studio
Aug 2008 - Jul 2010 M. Phil., Mathematics The Chinese University of Hong Kong
Data Viz MATLAB
Aug 2005 - Jul 2008 B. Sc., Mathematics The Chinese University of Hong Kong
Data Viz C++ R MATLAB VS Studio

Contact

Email Email LinkedIn LinkedIn Credly Credly GitHub GitHub
× Portfolio Full Image