ML Development & Engineering for Football Team-Player Matching
Developed ML algorithm for player-team compatibility.
Data Modelling Analyst
Data Scientist
AI Developer
Google BigQuery
Google Cloud Platform
Python
ML Development & Engineering for Child Speech Defect Detection
Built ML model for speech defect analysis in children's audio samples, achieving 70-95% accuracy and seamless integration into a mobile app.
Data Modelling Analyst
Data Scientist
AI Developer
Docker
pandas
Python
ML Development & Engineering for Hong Kong Horse Races
Created predictive model for race day outcomes, leveraging AWS and TsFresh, achieving high accuracy with real-time predictions.
Data Modelling Analyst
Data Scientist
AI Developer
Amazon EC2
Python
SQL
Data Engineering & Analytics for Advanced Insights
Improved football player data quality, boosted performance by 75% with efficient data engineering pipeline.
Data Scientist
Data Analyst
Data Engineer
Google BigQuery
Google Cloud Platform
Python
DTW-Based Hierarchical Clustering for FMCG Sales Time Series
Analyzed Consumer Goods sales data, successfully clustering 10k+ time series with a novel NumPy-based algorithm and Dynamic Time Warping.
Data Scientist
Python