Hi, I'm Eli

About Me

I loved playing games as a kid. I loved how games showed me many new, exciting workds. But something kept bothering me. How were these wonderful worlds created? How was I able to enjoy such amazing experiences on my screen? These questions led me to discover programming. And programming opened a wholel new world of possibilities for me. The fields that caught my eye were Web Development and Machine Learning. I, therefore strive to develop amazing websites taht make use of Machine Learning to learn patterns that improve user experience.

Education

I am a sophomore, pursuing a Bachelor's degree in Computer Engineering at the Kwame Nkrumah University of Science and Technology (KNUST). I expect to graduate in the year 2024.

Skills

Machine Learning
  • Python
  • Scikit-Learn
  • Scipy
  • Pandas
  • Matplotlib
  • Seaborn
  • Lime
  • Supervised Learning Algorithms
  • Unsupervised Learning Algorithms
  • Pytorch
  • Computer Vision
  • NLP
  • Model Deployment
Web Development
  • HTML
  • Javascript
  • CSS
  • Bootstrap
  • JQuery
  • Data Visualiztion with D3
  • PHP
  • Nodejs
  • React
  • Flask
  • Version Control (Git)

Certificates

  • Machine Learning by Andrew Ng - Coursera
  • AI For Everyone by Andrew Ng - Coursera
  • HTML, CSS, and Javascript for Web Developers - Coursera
  • Web Development Masterclass - Complete Certificate Course - Udemy
  • Responsive Web Design - FreeCodeCamp
  • Javascript Algorithms and Data Structures - FreeCodeCamp
  • Front End Development Libraries - FreeCodeCamp
  • Java Programming: Complete Beginner to Advanced - Udemy
  • Java Programming: AWT Project - Udemy
  • Programming Network Applications in Java - Udemy

Projects

Sample Machine Learning projects

Anime Face Generator
Generates anime faces using generative AI

Project in my github

Face Mask Detector
Detect whether given image contains a face mask

Project in my github

Disaster Tweets
Predict whether a tweet is a tweet about a disaster

Project in my github

The Maze
Reinforcement-powered maze game

Project on github

Stroke Prediction
Predict whether you one has stroke given medical features

Project on my github

MLTK Backend
Machine Learning toolkit api

Project on my github

Data Structures and Algorithms

Hackerrank Solutions
Solutions to hackerrank challenges

Project in my github

DSA Implementations
Data Structures and algorithm implementations

Project in my github

Sample Web Development Projects

MLTK Frontend
Machine Learning toolkit frontend with react

Project here

Animuse
A music player with an audio visualizer

Project in my github

Beat Maker
A beat maker

Project in my github

Musical Notes
Music playing flip book

Project in my github

Character Carousel
Carousel for characters

Project on codepen

25 + 5 Clock
A 25 + 5 clock

Project on codepen

Choropleth Map
A choropleth map showing the education attainments for states in the US

Project on codepen

Heat Map
A heat map showing the monthly global land surface between the years (1753 and 2015)

Project on codepen

Contact