Portfolio:

3D Gradient Descent

Machine Learning Theory

A React web app that visualizes gradient descent in 3D.

Bird Classifier

Computer Vision

A React web app that lets you classify different birds species.

Tenzies React

Build the game of Tenzi as a React App.

Keyword Detection

Computer Audition

Keyword Detection

Deploy a keyword detection model to an Arduino.

Keypoint Webcam

Computer Vision

Keypoint Detection

Detect Keypoints in a video.

On Cloud N

Computer Vision

Segment Satelite data into Cloud and No Cloud.

Sartorius Cell Segmentation

Computer Vision

Segment individual cells in cancer cell lines.

SIIM-FISABIO-RSNA

Computer Vision

Object Detection

Identify and localize COVID-19 abnormalities on chest radiographs.

Zazzup Webcam

Computer Vision

Object Detection

Add a hat and a bowtie to a face in a webcam stream.

Basketball Score

Data Preparation

Feature Engineering

Predict the scores of NCAA basketball games.

Shopee Price Match

Computer Vision

Image Recognition

Decide whether two images describe the same item or not.

Netflix Dash

Show and compare which countries watch which kind of Netflix shows.

Robo App

Make the Machine Learning algorithm from RoboML accessible by a webapp.

Robo ML

Computer Vision

Image Classification

Data Collection

Build a dataset of photos of electronic circuits, that are either fully functioning or broken at different place.

Titanic

Data Preparation

Hyperparameter optimization

Predict who survived the Titanic shipwreck in a kaggle competition.

House Pricing

Data Preparation

Gradient Boosting

Predict the housing prices in a kaggle competition.