• 👋 Hi, I’m
• 👀 I’m interested in Data Science, Data Engineering and Data Analytics. Anything related to AI/ML!
• 🌱 I’m currently pursuing a Masters of Science in Analytics at Georgia Tech.
• 💞️ I’m looking to collaborate on anything that can help me learn.
• 📫 How to reach me

Personal projects:

1. Dagster-dbt-duckdb Pipeline
   

• Dagster for orchestration
• S3 as data lake
• Dbt for data modeling and transformation
• DuckDB for data warehousing

2. Document Query Bot (RAG Framework)
   

• Document splitting
• Embeddings (OpenAI)
• Vector database (Chroma / FAISS)
• Semantic search
• Retrieval chain

3. Job Finder
   

• Data mining
• Automation with GitHub runners
• S3 and SMTP integration

4. HDB Resale Prices Predictor and Dashboard
   

• Large dataset involving geodata 🌏
• Rest API calls to Data.gov.sg and OneMap API 🗺️
• Feature creation and selection (KBest, L1 Regularisation)
• Hyperparameter tuning (Random CV)
• Ensemble models (Gradient boosting, Random forest)
• Web Application (Flask) with Bootstrap 5

5. Stock portfolio analysis (K-means), forecasting (ARIMA) and stock recommendation
   

• Web Scrapping (BS4)
• ETL
• RDBMS (MySQL)
• K means clustering
• ARIMA

6. Web application for SkillsFuture website attendance taking summary
   

• Web Application (Flask) with Bootstrap 5
• Telegram Bot API
• RDBMS (MariaDB)

6. EDA of Real Anonymized Financial Dataset with SQL (Czech Republic PKDD 99' Discovery Challenge)
   

• Database design (MariaDB - CLI, visualizer)
• MariaDB with CLI and DBVisualizer
• SQL queries, connectors
• Report writing