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Allenstrange/README.md

Hi, I'm Allen Chima

MSc Data Science Student | Python Developer | Data Analyst

I'm passionate about turning complex data into clear, actionable insights. Currently completing my MSc in Data Science, I work across the full data science stack — from database design and big data processing to spatial analysis, interactive visualisations, and machine learning.

MSc Data Science Modules

Repository Module Semester Focus
HIV-Antiretroviral-Therapy-ART-Coverage DAS7000 — Data Analytics & Visualisation S1 EDA, Plotly, interactive mapping
air-quality-analysis CMP7005 — Programming for Data Analysis S1 Python, pandas, Streamlit dashboard
CMP7005-Programming-for-Data-Analysis CMP7005 — Programming for Data Analysis S1 Module overview & slides
Big-Data-for-Enterprise_S2_24 DAS7001 — Big Data for Enterprise S2 MongoDB, NoSQL, enterprise architecture
Big-Data-Technologies DSA7002 — Big Data Technologies S2 Apache Spark, PySpark, distributed computing
Geospatial-Analysis_S2_24 DAS7003 — Geospatial Analysis S2 GeoPandas, spatial visualisation
CST7001-Research-and-Professional-Practice CST7001 — Research & Professional Practice S2 Academic research, ethics, professional skills

Data Science Projects

Repository Description
HIV-Antiretroviral-Therapy-ART-Coverage Interactive EDA of global HIV ART coverage (2010–2021) using UNICEF/UNAIDS data, Plotly, Choropleth maps, and Sankey diagrams
air-quality-analysis Beijing air quality analysis across 12 PRSA monitoring stations with a Streamlit dashboard
data-science-portfolio Gold price prediction & house price prediction pipeline using Scikit-Learn

Skills & Technologies

Languages & Core Tools Python · SQL · Markdown · Git

Data Science & Machine Learning pandas · NumPy · Scikit-Learn · SciPy · Jupyter Notebooks

Data Visualisation Matplotlib · Seaborn · Plotly · Folium

Big Data & Databases Apache Spark · PySpark · MongoDB · PyMongo · Hadoop

Geospatial GeoPandas · Folium · QGIS

Web & Dashboards Streamlit

Version Control Git · GitHub

Learning Journey

Repository Description
data-science-learning Foundational Python and data analysis assignments — the starting point of this journey

Currently Working On

  • MSc Dissertation (Semester 3)
  • Expanding skills in deep learning and neural networks
  • Building end-to-end ML pipelines for real-world datasets

GitHub: @Allenstrange

Feel free to explore the repositories and reach out if you'd like to connect or collaborate.

GitHub Stats

Allen's GitHub Stats

Top Languages

LinkedIn: Allen Chima

Portfolio: allenstrange.github.io

Popular repositories Loading

  1. HIV-Antiretroviral-Therapy-ART-Coverage HIV-Antiretroviral-Therapy-ART-Coverage Public

    Interactive EDA of global HIV ART coverage among adolescents (2010–2021) using UNICEF/UNAIDS data, Plotly, and advanced censored-value imputation

    Jupyter Notebook 1

  2. data-science-learning data-science-learning Public

    Foundational data science assignments in Python — EDA, data manipulation with pandas, visualisation, and statistics

    Jupyter Notebook

  3. Allenstrange Allenstrange Public

    GitHub profile README — MSc Data Science student portfolio showcasing projects in Python, Spark, MongoDB, Plotly, and Streamlit

    Jupyter Notebook

  4. data-science-portfolio data-science-portfolio Public

    Data science projects: gold price prediction and house price ML pipeline using Python and Scikit-Learn

    Jupyter Notebook

  5. air-quality-analysis air-quality-analysis Public

    Beijing air quality analysis across 12 PRSA monitoring stations with Streamlit dashboard — CMP7005 PRAC1 assessment

    Jupyter Notebook

  6. CMP7005-Programming-for-Data-Analysis CMP7005-Programming-for-Data-Analysis Public

    MSc Data Science — Programming for Data Analysis (CMP7005): module overview, PRES1 slides. PRAC1 project in air-quality-analysis repo