My Project Portfolio

Recently I will update the structrue of this files to make a better visualization

I will continue updating this sample project portfolio from time to time.

Table of Contents

1 Data Science

1.1 Data Engineering

1. ETL Pipline for Cryptocurrency data
   
2. Python Application with MySQL
   
3. Python Application with MongoDB
   

1.2 Data Analytic

1. Covid-19 Data Analysis
   
2. Vehicle Information: Extract Insights by PCA
   
3. Visualization Stories with Tableau Dashboards
   

1.3 Data Science

1. Customer Segmetation
   
2. Spanish Translate A/B Test
   
3. Fraud Detection on Credit Card Transactions
   
4. Automatic Machine Learning with H2O AutoML and Python
   
5. Cars Sales Prediction with Artifical Neural Networks
   
6. Chicago Crime Rate Prediction with Facebook Prophet (Time Series)
   
7. Future Commodity Price of Avocado with Facebook Prophet (Time Series)
   
8. Cifar-10 Images Classification with Deep Learning Neural Networks (CNN)
   
9. Traffic Sign Classification with LeNet Deep Network (CNN)
   
10. Email Spam Filter (NLP)
    
11. Yelp Reviews (NLP)
    
12. User-based Collaborative Filtering - Movie Recommendation Systems
    

2 Developer

2.1 Automation Tools

1. Automative Email
   
2. Web Scrapping
   

• 1 Scrapping Rotten Tomatoes
  
• 2 Scrapping Steams
  
• 3 Scrapping Youtube
  

2.2 Web Application & Dashboard

1. Social Company Blog using Python and Flask (full stack)
   
2. Machine Learning Web App
   
3. Trader Dashboard with Perspective (JP Morgan Chase & Go Enginneer Project)
   

3 Quantitative Finance

3.1 Risk

1. Credit Risk Modeling with PD*LGD*EAD Framework
   
2. Barra Risk Factor Attribution
   
3. VaR

3.2 Trading

1. Market Neutral Trading Startegies
   

3.3 Derrivatives Pricing

1. Derrivatives Pricing with Numerical Methods
   

3.4 Fixed Income Securities