Blogs

- Light GBM model vs XGBoost Model Tuning and Examples
- Data Leakage in Machine Learning models

Patent

- Method for optimal path selection in traversal of packets through network address translators

Natrual Langual Processing

- Neural Machine Translation- Bidirectional LSTM with Multiplicative Attention
- Character-based Neural Machine Translation- Convolution Encoder/Bidirectional LSTM decoder

Computer Vision

- Food101 - Image Classification SoTA Benchmark Challenge
- Medical Image Application - RSNA Intracranial Hemorrhage Detection
- Detection&Segmentation, Multi-Labels Classification and Attributes Embedding
- Image and Text Multimodal Fashion Style Search

Secure Deep Learning Projects

- Proof of Concept Design of Privacy-Preserving ML Application
- Encrypted Deep Learning by Pysyft

Deep Learning Full Stack Application - AWS/GCP Deployment

- Sentiment Analysis Web App - PyTorch Model and AWS SageMake Deployment
- Plagiarism Detection Model and AWS SageMaker Deployment

Full Stack Projects

- Unified Business Data Analytics Platform
- Yelp Business Data Analytics
- Exploring Inc. Magazine’s 2018 5000 fastest growing private companies in United States
- Data Analytics and Visualization Full Stack Application - Belly Button Biodiversity

Machine Learning Projects

- Light GBM model vs XGBoost Model Tuning and Examples
- Oscar Movie Prediction Models - Logisitc regression/GBM/Ensemble
- CMS Medicare Fraud Detection Model- Google BigQuery and PySpark
- Genpack machine learning hackathon
- Keras/R ConvNets for FashionMINST
- Time Series Analysis(ARIMA) - Tesla Stock Analysis
- Social Media Mining - Twitter Analysis

Data Visualization/Web Scraping/Restful API/Python Flask Flask/JavaScript Projects

- Exploring Inc. Magazine’s 2018 5000 fastest growing private companies in United States
- United States Geological Survey Data Visualization(GeoJSON/Leaflet)
- Interactive Data Visualization - Correlations Discovered Between Health Risks and Age, Income(D3.js)
- UFO Web Data(Javascript and DOM manipulation)
- Web Visualization Full Stack Application - Belly Button Biodiversity
- Mission to Mars - Realtime Scraping NASA/JPL Mars information
- Hiwaii Weather Analysis and API Wrapper - SQLAlchmy Flask Application
- OpenWeatherMap API Project
- Weather Data Visualization Dashboard (Latitude)
- Python Web Scraping Project
- Tableau - CitiBike in NYC Analytics

R Projects

- Keras/R ConvNets for FashionMINST
- Time Series Analysis(ARIMA) - Tesla Stock Analysis
- Social Media Mining - Twitter Analysis

Python Challenge

- Python Projects - Pandas/Matplotlib/Coding Challenge

Peronal Startup Project

- StyleMe Project(with MIT Entrepreneur Program)

SQL Project

- SQL

Excel/VBA Analysis Project

- Wall Street Data Analysis
- KickStart Project Analysis