Portrait of Abdul Kousa

Welcome to my AI & data science portfolio

I'm an AI & Data Consultant. Passionate about data. Analyzing trends. Building models. Solving business needs.

Selected work

A mix of personal and academic projects.

Financial analytics · Personal project

Personal Finance & Investment Analytics

Building a personal platform for monitoring investments, organising financial data and exploring AI-assisted insights. A public case study is in preparation.

Case study coming soon
Smartphone usage forecasting project visual
Master's thesis · 2022

Forecasting Smartphone App Usage

Built a multivariate time-series deep learning model using behavioural data from more than 12,000 users to forecast app usage.

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IMDb sentiment classification project visual
NLP & MLOps · 2022

IMDb Sentiment Classifier

Used BERT and Hugging Face Transformers to classify film-review sentiment, with attention to the model development workflow.

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Mobile app behaviour analysis project visual
Time series · 2022

Understanding Changes in Mobile App Usage

Analysed smartphone behaviour and compared forecasting methods to understand trends and changes in app usage.

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Deep learning image colorization project visual
Computer Vision · 2021

Deep Learning Image Colorization

Explored neural network architectures for turning grayscale images into plausible colour images, comparing reconstruction quality and perceptual similarity.

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New York City car collision prediction project visual
Machine Learning · 2021

New York City Car Collision Prediction

Combined collision records, weather and speed-limit data to explore road safety patterns and model accident severity.

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Writing

Thoughts on AI, data and putting ideas into practice.

Articles & essays

More ideas to share.

I'll share articles here on AI, data science and lessons from building practical solutions, including writing published on Medium and other platforms.

Articles coming soon

Building practical AI & data solutions for real-world problems.

I'm Abdul Kousa, an AI & Data Consultant at EY, working in financial services in Denmark.

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