π AI Enthusiast β’ π§ Data Engineer β’ π§ Product Builder β’ π SMU Global Impact Scholar
βΆοΈ View Categorized Toolkit
- π LLM-based diagnostic tools to analyze middle-mile logistics inefficiencies
- π οΈ Modular data platform powered by dbt, Redshift, and Airflow
- π Cross-market analytics framework for strategic product decisions (SEA + LATAM)
- π€ Auto-tagging system for route anomalies using XGBoost & Transformers
- π§± Feature store prototype for ML pipelines (retrieval + serving)
- π‘ LangChain + RAG-based internal search and documentation system
- π§ Advanced Data Structures & Algorithms for system design & interviews
- π³ Docker, Poetry, and reproducible workflows
- βοΈ In-depth with AWS (ECR, S3, Redshift, IAM), Terraform, and MWAA
- π CI/CD pipelines with GitLab Actions and IAM best practices
- π§ͺ dbt + Soda Core for data pipeline testing & validation


