DIALLO Amadou | Portfolio
DIALLO Amadou
Junior Data Scientist | ML Engineer | Applied Research Engineer
Applied Machine Learning and Data Science profile with a strong mathematical background.
I build robust predictive models, interpretable ML systems, and research-oriented pipelines for complex data.
About Me
Currently completing an M2 in Data Mathematics after a first masterโs degree in Algebra and Applications, I specialize in Machine Learning, Deep Learning, Data Science, and Topological Data Analysis (TDA).
My work combines business-oriented ML projects (churn prediction, risk modeling) with research-driven approaches involving high-dimensional data and topology-aware representations.
What I Do
Data Science & Predictive Modeling
Design and evaluation of predictive models with a strong focus on data quality, feature engineering, and business-oriented metrics.
Machine Learning & Pipelines
Development of end-to-end ML workflows using scikit-learn pipelines, model tuning, and reproducible experimentation.
Applied Research & Complex Data
Work on high-dimensional data using topology-aware methods (TDA), representation learning, and hybrid ML approaches.
Featured Work
COVID-19 Diagnostic Prediction
Binary classification model to predict SARS-CoV-2 positivity using clinical and biological data.
Customer Churn Prediction (Work in Progress)
Predict customer churn and derive actionable business insights.
Contact
๐ง amadoudiallodjikesse@gmail.com ๐ GitHub ๐ LinkedIn