Electrical turned AI/ML Engineer

Haven Bugouts

Custom storefront related to the survival gear niche. The site allowed you to create bespoke survival kits in a custom-built shopping cart and then passed you to checkout on Amazon. Python/Django, PostgreSQL, Heroku, background workers, Amazon Product Advertising API, HTML/CSS/JavaScript.

Checkmate

Developed a web app that tracks the progress of circuit board designs through various checklist milestones. Database-backed CRUD app allowed users to add and remove blocks, assign block owners, and mark progress on each checklist item across multiple blocks. Python/Django, SQL, AJAX, HTML/CSS/JavaScript.

PressPass

One digital news subscription that would get you access to all partner sites. I developed a proof of concept that let you log into the partner sites (similar to Single Sign-On). The difficulty of partnering with giant conglomerates and long distances between co-founders pretty much doomed this one from the start.

TensorFlow Developer Certificate

Google-certified TensorFlow Developer Certificate. Foundational, practical machine learning skills via the building and training of models using TensorFlow.

TensorFlow Keras Regression Classification Image Classification NLP Time Series

Udacity's Computer Vision Nanodegree

The computer vision skills behind recent advances in robotics and automation. Taught with PyTorch. Write programs to analyze images, implement feature extraction, and recognize objects using deep learning models.

PyTorch Facial Keypoint Detection Image Captioning SLAM

DeepLearning.AI's Natural Language Processing Specialization

Foundations of NLP covering logistic regression, naïve Bayes, hidden Markov models, word embeddings, recurrent neural networks, Siamese networks, encoder-decoder models, attention, and transformers.

Autocomplete Sentiment Analysis Shakespeare Generative RNN Question Duplicates Seq2Seq Chatbots Summarizers Machine Translation

DeepLearning.AI's Deep Learning Specialization

Fundamentals of Deep Learning taught by Andrew Ng. Identify key architectural tradeoffs, analyze datasets, build deep neural networks in TensorFlow, build CNNs for image recognition, build and train RNNs and Hugging Face transformer models for NLP tasks.

NN from Scratch Face Recognition YOLO Image Segmentation Sentiment Analysis NMT Trigger Word Detection TensorFlow

Stanford's Machine Learning Specialization

Fundamentals of machine learning taught by Andrew Ng. Supervised machine learning algorithms, including linear regression, logistic regression, neural networks, decision trees, and reinforcement learning in Python.

Handwritten digit recognition Spam classification filter Anomaly detection Movie recommendation engine Q-Learning Lunar Lander

Harvard's CS50 Web Programming with Python and JavaScript

Design of web apps with Python, JavaScript, Django, SQL, and Bootstrap. Topics include database design, scalability, security, and user experience.

Review site Slack app Shopping cart

Udacity's Full-Stack Web Development Nanodegree

Learn to build database-backed APIs and web applications with Python, Flask, and JavaScript. Database design, manage user authentication and access control with Docker and Kubernetes.

Music venue app API design Roles-based access control

Stanford's (Original) Machine Learning Specialization

This was the original version of the fundamentals of machine learning specialization. Taught by Andrew Ng using Python and Matlab. Supervised machine learning algorithms, including linear regression, logistic regression, neural networks, and support vector machines.

K-means PCA Anomaly detection Recommender systems Matlab