Portfolio

This portfolio includes writings related to my product management experience. And there are machine learning projects demonstrating my technical ability.

• End to End Projects
  • Wikipedia Event Logging Analysis
  • Kaggle Tensorflow 2.0 Natural Question Answer
  • Lyrics Generator with Simple Web App
  • Enron Anomaly Detection using Neural Network Analysis
  • Analyzing Twitter Feeds of Politicians
  • IMDB 5000 Revenue Regression
• Implementing Algorithms
  • Implementing Recurrent Neural Network
  • Implementing Convolutional Neural Network
  • Build a Neural Net
  • Implementing Perceptron
  • Implementing k-Nearest Neighbors
  • Implementing Ordinary Least Squares Linear Regression
  • Naive-Bayes Implementation
• Processed Data
  • Neural Machine Translation
  • Photo Captioning with VGG and LSTMs
  • Sentiment Analysis with Multi-Channel CNNs
  • Sentiment Analysis with Word Embeddings and CNNs
  • Image Classifiers with Tensorflow 2.0
  • Sentiment Analysis with Bag of Words and a Multilayer Perceptron
  • Movie Recommender
  • NBA Win Percentage
  • Breast Cancer Remission Classification
  • Wine Quality Regression
• SQL
  • Wikipedia Event Logging Analysis
  • NCAA Basketball Game Situation
• Product Management
  • Being in the Driver's Seat of the Product Roadmap
  • On-board users well
  • Working with Designers
  • Gaining Insight through Qualitative and Quantitative Analysis
  • What it takes to Define a New Space
  • Recognizing Opportunities (and pivoting)