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Open to data, analytics and Machine Learning roles
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Open to data, analytics and Machine Learning roles

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hanad28/README.md

Hanad Ali

MSc Data Science and Artificial Intelligence at Queen Mary University of London (graduating September 2026, on track for distinction). Building end-to-end experience across machine learning, statistical modelling, and applied AI.

Actively seeking graduate and entry-level roles in data science, machine learning engineering, and AI research, available from September 2026.

Technical Skills

Languages: Python · SQL
Data & Analysis: Pandas · NumPy · SciPy · Statsmodels
Machine Learning: Scikit-learn · XGBoost · LightGBM · CatBoost
Deep Learning: TensorFlow · PyTorch · Hugging Face Transformers
Visualisation: Matplotlib · Seaborn · Plotly
Tools: Git · Jupyter · Google Colab

Projects

Project Summary Stack
Speaker-Independent Song Classification Audio ML pipeline classifying hummed and whistled recordings across 8 song classes, with participant-disjoint evaluation to test generalisation to unseen users Python · Scikit-learn · Librosa
UK Climate Trend Analysis Statistical modelling of long-run Met Office data across 37 stations to quantify warming trends, regional variation, and frost-occurrence change Python · SciPy · Statsmodels
Bridge Condition Modelling Regression and exploratory analytics on 33,000+ Texas bridges to identify the structural and operational factors most associated with condition Python · Scikit-learn · Pandas
COVID-19 IR Search Engine Biomedical information retrieval pipeline for COVID-19 literature, covering indexing, query processing, and ranked retrieval Python · NLP
Large-Scale Text Processing Memory-aware corpus analysis, Jaccard similarity, and inverted indexing in core Python Python

Contact

LinkedIn · Email

Pinned Loading

  1. speaker-independent-song-classification speaker-independent-song-classification Public

    End-to-end audio machine learning pipeline for classifying hummed and whistled song recordings with participant-disjoint evaluation.

    Jupyter Notebook

  2. large-scale-text-processing-python large-scale-text-processing-python Public

    Memory-aware large-scale text processing in core Python, including corpus analysis, Jaccard similarity, and inverted indexing.

    Jupyter Notebook

  3. uk-climate-trend-analysis uk-climate-trend-analysis Public

    End-to-end statistical modelling project using long-run UK weather-station data to quantify warming trends, uncertainty, regional variation, and changing frost patterns.

    Jupyter Notebook

  4. bridge-condition-modelling bridge-condition-modelling Public

    Applied regression and exploratory analytics project using Texas bridge data to identify the structural and operational factors most associated with bridge condition.

    Jupyter Notebook