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percivalmahwaya/README.md

Percival Mahwaya

MSc Data Science graduate building full-stack, data-driven systems end to end — from the ML model to the deployment pipeline. Based in Poland, originally from Zimbabwe.

  • MSc Computer Science (Data Science specialization), Akademia WSB — thesis on ML-based crime hotspot prediction, graded Bardzo dobry (5)
  • AWS Certified Solutions Architect – Associate
  • Currently deepening DevOps/cloud engineering skills (Linux, Docker, Terraform, Kubernetes, CI/CD)

Featured projects

Project What it is
bcaChessHub Multi-tenant Django platform for chess club administration — Swiss-paired tournaments, ELO ratings, payments, Lichess integration. Live
fpl-decision-engine Self-improving Fantasy Premier League decision support system — a two-stage ML model that beats FPL's own expected-points model, with a MILP squad optimiser and automated alerts, running free on GitHub Actions + Streamlit
crime-hotspot-dss MSc thesis project — a Random Forest decision support system for predicting crime hotspots from Chicago crime data, deployed as a Streamlit dashboard
percivalmahwaya.github.io Portfolio site

Connect

Portfolio · LinkedIn

Popular repositories Loading

  1. team-project-semester4 team-project-semester4 Public

    Jupyter Notebook 1

  2. percivalmahwaya percivalmahwaya Public

    Config files for my GitHub profile.

  3. testrepo testrepo Public

    Testing Repo converted into a MSc Data Science documentation repo

    Jupyter Notebook

  4. DataScienceEcosystem_Exercise DataScienceEcosystem_Exercise Public

    Data Science Ecosystem exercise.

    Jupyter Notebook

  5. Final_Assignment Final_Assignment Public

    Analyzing Historical Stock/Revenue Data and Building a Dashboard

    Jupyter Notebook

  6. SpaceX-Launch-Records-Dashboard SpaceX-Launch-Records-Dashboard Public

    This project is a Dash web application that visualizes SpaceX's launch records.

    Python