Live Learning Log
A chronological terminal of my journey through the AI VIET NAM (AIO 2026) Intensive AI/ML Program.
[MODULE_03] Traditional Machine Learning & Time-Series Data
Deep dive into tree-based algorithms (Decision Trees, Random Forest, AdaBoost, Gradient Boosting, XGBoost, LightGBM) and Time-Series Data Analysis (Aggregation, Decomposition, Medical & Energy Analytics).
Research Media & Visualizers
Will Be Published Upon Completion
[MODULE_02] Player Style Clustering from Football Event Data (Research Stream)
Unsupervised behavioral profiling of 1,016 players across 1,140 matches in Premier League, La Liga, and Serie A (2015/16). Benchmarking feature scalers, K-Means (k=5), and hierarchical tactical sub-clustering.
[MODULE_01] Multimodal Similarity Matching for Images and Texts (Research Stream)
Implemented and benchmarked multiple image-text similarity matching approaches using ResNet50 baseline, Least-Squares projection matrix (W), and OpenAI CLIP contrastive multimodal embeddings.