Michael Knapp Portfolio

Project Portfolio

Recent Projects

Tensorflow 1, 2 and 3 Demo

Two Text Generation Models and a Binary Image Classification Model

Kaggle Competitions

Top 18% and 38% Submissions

OfferXccepted

Buy a house online. Offer, negotiate, and sign forms. JavaScript/JQuery and Bootstrap for the frontend including AJAX, JSON, XHR requests. PHP and MySQL used for the backend utilizing OOP

AJ's Moving

Simple website with forms, donated to a veteran owned moving company.

GitHub

Code for Machinge Learning, OfferXccepted and AJ's Moving

Power BI

Feature Engineering Samples for Ames Housing Price Predictions

LSTM character generation model

lstm character generation model trained on tensorflow's billsum dataset.

GPT word generation model

GPT word generation model trained on tensorflow's billsum dataset.

Data Set Image Capture

Auto captures 1 photo/second and sends to server for processing. Used for Apple detection dataset

Last Photo

TensorFlow Demo3

Binary Image Classification Model

Demo of custom TensorFlow Keras model created with Python and converted to Tf.JS for binary classification. 1,000 photos used for the false dataset and 1,000 for the true dataset: compressed to 200 * 200 tensor shape of null,200,200,3. Dataset was limited to only 2000 images from my server, this is not enough for highly accurate models, however this does work fairly well. (For Computer Only, not optimized for mobile or tablet)

Speech to text translation

API demo

Michael Knapp

3836 E Bronco Trail

Phoenix AZ 85044

515-975-0168

mknapp62@gmail.com

Projects Portfolio

Michael Knapp's Recent Projects