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Hassan Farid
§ 02Projects · Index

Work, in every state of completion.

Completed research, systems in active development and work still on the drawing board — each labelled honestly by status. Ongoing projects report progress, not results.

Category
Status

Showing 9 of 9 projects

  1. 01Completed
    ResearchTopological Data Analysis · Healthcare AI

    An Integrated Topological and Machine Learning Approach for Breast Cancer Classification

    Investigating whether topological features from persistent homology complement classical morphological features for breast cancer classification on the WDBC dataset.

  2. 02Ongoing
    Applied AI/MLHealthcare AI · Applied Machine Learning · Explainable AI

    Explainable Diabetes Risk Prediction

    An explainable machine learning pipeline for diabetes risk prediction, comparing interpretable and ensemble models with threshold-based evaluation and SHAP explanations.

  3. 03Ongoing
    Applied AI/MLApplied AI/ML · Signal Processing · TDA

    Topological Anomaly Detection in ECG Signals

    Exploring topological data analysis for detecting anomalous ECG signals, and comparing it against conventional signal features.

  4. 04Ongoing
    Applied AI/MLApplied AI/ML · Time-Series Forecasting

    Forecasting Nigerian Food Prices

    Exploring forecasting methods for staple food prices in Nigeria, from seasonal baselines to gradient boosting and neural forecasters.

  5. 05Ongoing
    Applied AI/MLApplied AI/ML · Natural Language Processing

    Student Wellbeing Survey Analysis Using NLP

    Exploring NLP methods for analysing anonymised student wellbeing survey responses, including English and Nigerian Pidgin text.

  6. 06Planned
    Applied AI/MLApplied AI/ML · Predictive Analytics

    Customer Churn Prediction and Retention Analytics

    A planned project on predicting customer churn and supporting retention analytics.

  7. 07Planned
    Applied AI/MLApplied AI/ML · Anomaly Detection

    Financial Fraud Detection Using Machine Learning

    A planned project applying machine learning to detecting fraudulent financial activity.

  8. 08Planned
    Applied AI/MLApplied AI/ML · Agriculture

    Agricultural Yield Prediction and Crop Analytics

    A planned project on predicting agricultural yield and analysing crop data.

  9. 09Planned
    Applied AI/MLApplied AI/ML · Time-Series Forecasting

    Nigerian Energy Consumption Forecasting

    A planned project on forecasting energy consumption in Nigeria.