Kwaku Amo-Korankye

software engineer · student · ai

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About

Hi, I’m Kwaku Amo-Korankye, a final-year AI major at Academic City University, and I’m passionate about using AI to make a real difference in people’s lives. Right now, I’m working on Diagnostics AI: an AI-based diagnostics platform that helps analyze medical imaging with deep learning to make healthcare decisions faster and more accurate.

I care deeply about performance and UI/UX of applied AI systems. I am also an avid enjoyer of building something people want to us. I am currently learning about AI Agents and how they can automate workflows and admin tasks.

Essays

Work Experience

Tech Stack

Python, Data Science & AI

python
R
SQL
Natural Language Processing
Computer Vision
Machine Learning
Deep Learning
django
flask
pytorch
tensorflow
keras
scikit-learn
pandas
numpy
matplotlib
seaborn
llms

Web Application Development

react
next.js
tailwindcss
typescript
streamlit

Other Development Tools

github
vscode
jupyter
vercel
hugging face
figma
supabase

Projects

Current Project: AI-Powered Diagnostics Platform
Revolutionizing the way we approach medical diagnostics in underserved areas.
AI Medical Diagnostics Dashboard

An AI-powered platform designed to assist healthcare professionals by providing accurate and efficient diagnoses from medical imaging. Using advanced computer vision techniques, the app supports clinical decision making by analyzing X-rays, CT scans, and MRI images to detect the conditions; bone fractures, brain tumors, breast cancer, and lung cancer.

With an intuitive interface, it allows doctors to upload images, receive detailed analyses, and view heatmaps highlighting areas of concern. By enhancing early detection, improving treatment planning, and reducing workloads, the platform aims to bring AI-driven diagnostics closer to patients and healthcare providers worldwide.

Agri-Predict
Aims to modernize farming methods and improve agricultural productivity in Africa by leveraging technology and data-driven insights.
Last modified: 2023-03-18
python
HTML-CSS
streamlit
View Repository
Bone Fracture Detection
CNN Model to detect bone fractures in X-ray images. The model classifies X-ray images into two categories: fractured and not fractured bones.
Last modified: 2024-12-20
python
tensorflow
kaggle
View Repository
Thyroid Disease Classifier
Deep learning classification model to predict the likelihood of thyroid disease occurrence using patient demographics and blood test results.
Last modified: 2024-01-03
python
pytorch
pandas
View Repository
Fraud Detection
Predict fraudulent transactions using ML techniques and the paysim dataset. The goal is to predict whether a transaction is fraudulent or not.
Last modified: 2024-03-29
python
HTML-CSS
web-widget
View Repository
Spam Detection
Naive Bayes system classifies comments to filter unwanted content on social media. Classifies comments as spam or not, and predicts spam based on input.
Last modified: 2024-03-21
python
pandas
ml classification
View Repository
Speech Applications
Speech Applications is a user-friendly toolkit for text-to-speech and speech-to-text tasks. It seamlessly integrates with Google Cloud API
Last modified: 2024-02-29
python
google cloud API
View Repository