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 an AI-based diagnostics platform that helps analyze medical imaging with deep learning to make healthcare decisions faster and more accurate. I’m also building a daily news email bulletin that curates updates tailored to each user—projects that bring AI into everyday life in meaningful ways.

I care deeply about performance and UI/UX of applied AI systems. I am also an avid enjoyer of building something people want. I’m eager to explore the latest AI research, deepen my expertise, and collaborate with fellow enthusiasts and professionals on groundbreaking projects. At the same time, I’m hands-on with customizing deep learning architectures and turning ideas into practical, user-friendly tools. My ultimate goal is to push boundaries and develop AI-driven solutions that truly make a difference in people’s lives.

Essays

Work Experience

Jun 2024 - Sep 2024

Data Specialist Intern - Aya Data Ghana

Contributed over 12 hours weekly to annotate picture-based datasets using bounding box, key point techniques, enhancing the accuracy of computer vision models while collaborating with the team to review and ensure high-quality annotations.

CVAT • LabelBox

May 2024 - Present

Campus Ambassador - Paybox Global

Promoted financial inclusion and entrepreneurship among students and staff through targeted financial literacy programs, outreach, and marketing initiatives.

Python • Web Payment Widget Integration

Oct 2023 - Feb 2024

Junior Developer - mNotify

Developed a web application that streamlined system development and automated internal processes. Spearheaded AI and API integration projects, focusing on Google Cloud technology to boost platform functionality. Developed the project as a strategic initiative during mNotify's Google for Startups cohort.

Python • Google Cloud API • NLP • TTS • STT • Streamlit

Jun 2023 - Sep 2023

Software Engineering Intern - DOBIISON VR

Directed AI Engineering and Software Development initiatives, including the creation of an innovative Video Processing software for Dobiison's DRIIP programme.

Python • Javascript • 360 Imaging

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
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
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
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
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
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

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