Technical (Non-NBA) Portfolio

Research

• COVID Chest Imaging Data Convolutional Neural Network Experimentation
• Research paper
• AG News Dataset NLP Neural Network Experimentation
• Research paper
• CIFAR-10 Dataset Convolutional Neural Network Experimentation
• Research paper
• Deep Learning: MNIST Dataset Neural Network Experimentation
• Research paper
• Natural Language Processing for Topic Modeling & Predictive Document Categorization/Summarization: a Case Study using a Corpus of Pickleball Articles
• Research Paper
• NFL Scheduling Optimization Model via Integer Programming
• Research Paper + Deck

Machine Learning Kaggle Competition Submissions

• Boston Housing Data Predictive Competition
• Top 1,500 of 4,000+ submissions in terms of predictive accuracy
• Write-Up + Code
• Titanic: Machine Learning Through Disaster Competition
• Top 8,000 of 14,000+ submissions in terms of predictive accuracy
• Write-Up + Code
• Digit Recognizer Competition
• Top 700 of 1200+ submissions in terms of predictive accuracy
• Write-Up + Code
• Dogs vs Cats Image Recognizer Competition
• Top 1,000 submission of 1,500+ submissions in terms of predictive accuracy
• Write-Up + Code
• NLP Disaster Tweets Classification Competition
• Top 400 submission of 900+ submissions in terms of predictive accuracy
• Write-Up + Code

Other Musings