Cloud Data Pipeline Platform
End-to-end ETL platform on GCP — ingests multi-source telemetry, transforms with PySpark on Dataproc, and serves analytics via BigQuery.
Bremen, Germany — Available for work
Leslie Magoronga.
Data Scientist and software engineer with 5+ years building machine learning systems, cloud data pipelines and production Python services. I help teams turn messy data into decisions and ship the infrastructure to keep it running.
What I do
A full stack data scientist who wants to explore every tech stack
PythonRTensorFlowPyTorchScikit-LearnPandasPySparkDockerKubernetesAWSGCPPostgreSQL
- Production-ready machine learning & deep learning models for forecasting and classification
- End-to-end cloud data pipelines on GCP & AWS — ETL with PySpark, BigQuery, Cloud Run
- Interactive dashboards & data storytelling with Power BI, Tableau and Streamlit
- Complex quantitative modelling for demand prediction and time-series analysis
- Deployment of ML services to web & mobile apps with FastAPI, Django, and Docker
- DevOps automation with Terraform, GitHub Actions and Kubernetes for reliable delivery
Proficiency
Data Science & Machine Learning92%
Python & R95%
Cloud (GCP, AWS, Azure)88%
Data Visualization (Power BI, Tableau)85%
Relational Databases (PostgreSQL, MySQL)90%
Non-Relational Databases (MongoDB)78%
DevOps (Docker, Kubernetes, Terraform)82%
Education
Constructor University Bremen
October 2022 – May 2024Master of Science in Data Science for Society & Business
Bremen, Germany
Graduate program focused on applied machine learning, data engineering, and business analytics.
- ▹President of the Graduate Students Association (GSA) 2023–2024
- ▹Python & R programming, advanced statistical modelling
- ▹Machine Learning, Deep Learning & Neural Networks
- ▹Natural Language Processing and Computer Vision
- ▹Data Visualization & Storytelling with Power BI and Tableau
- ▹Capstone project on cloud-deployed ML forecasting service
Chinhoyi University of Technology
August 2016 – July 2020BSc Honours in Animal Production & Technology
Chinhoyi, Zimbabwe
Best graduating student in Bioinformatics with research focus on data-driven biotechnology.
- ▹Best graduating student in Bioinformatics
- ▹Research in Genetic Engineering and Biotechnology
- ▹Built statistical pipelines for genomic data analysis
- ▹Foundation in scientific computing and R programming
Work Experiences
Tokyo Streets
October 2023 – PresentIT & Software Developer
Bremen, Germany
Building and maintaining the restaurant's digital and IT infrastructure.
- ▹Developed and managed the restaurant's website and IT infrastructure
- ▹Integrated service and kitchen systems, optimizing order processing and reducing wait times
- ▹Provided technical support for POS systems with real-time synchronization
- ▹Automated order tracking and reporting, improving operational efficiency
BRIGE GmbH
August 2023 – September 2023Backend Data Engineer
Hamburg, Germany
Short-term contract engineering automated stock and demand pipelines.
- ▹Developed automated processes for stock forecasting, replenishment and demand prediction using Python
- ▹Managed databases and data pipelines for inventory optimization
- ▹Collaborated with operations to translate business rules into production code
Forestry & Citrus Research
February 2019 – December 2023Chief Technology Officer
Harare, Zimbabwe
Led the technology arm of a research-driven agritech startup.
- ▹Identified valuable data sources and automated collection processes
- ▹Implemented DevOps culture and Agile development in Cloud Solution Architecture
- ▹Ensured package reliability by writing tests with PyTest, achieving 85% coverage
- ▹Led technology research and development initiatives across the team
Capital Foods Pvt Ltd
September 2020 – May 2022Branch Manager / Data Engineer
Gweru, Zimbabwe
Bridged operations and engineering to modernize the company's data stack.
- ▹Designed and implemented ETL pipelines, improving data processing efficiency by 40%
- ▹Optimized database performance, reducing query times by 65% (6s to 2s)
- ▹Integrated ERP, WMS, and POS systems, reducing data discrepancies by 50%
- ▹Developed real-time data streaming with Kafka, reducing data latency by 80%
- ▹Automated inventory forecasting, reducing stockouts by 30% and overstocking by 25%
Projects
Data, machine learning and cloud projects — from model creation to deployment in production environments.
ML Forecasting Service
Time-series forecasting microservice for demand prediction. Trained with scikit-learn and Prophet, deployed as a FastAPI container on Cloud Run.
DevOps Infrastructure Toolkit
Reusable Terraform modules and GitHub Actions workflows for provisioning secure, observable workloads across AWS and GCP.
Tokyo Streets Website
Restaurant digital presence on WordPress — custom theme, integrated kitchen & POS systems, automated order tracking and reporting.
Customer Churn Prediction
ML web app that predicts which customers are most likely to leave the business, with explainability and dashboarding.
EDA for Data Science App
Streamlit-based exploratory data analysis app for cleaning, profiling and visualizing CSV datasets in one click.
Achievements & certifications
Recognition and credentials earned along the way.
012023
Google Associate Cloud Engineer
Google / GADS Scholarship
Cloud architecture and deployment on Google Cloud Platform.
022022
Complete Python Developer — Zero to Mastery
Zero To Mastery
OOP, automation, web scraping, and data tooling end-to-end.
032022
Spark and Python for Big Data with PySpark
Udemy
Distributed data processing with PySpark on large-scale datasets.
042022
POTRAZ Hackathon Award
Government of Zimbabwe
Winner at Zimbabwe's national tech & innovation hackathon.
052022
Section24 Certified Data Analyst
Section24 (USA)
Scholarship covering analytics, SQL and BI tooling end-to-end.
062022
AWS Cloud Practitioner Essentials
Amazon Web Services
Cloud migration, workload architecture and security on AWS.
072022
Docker & Kubernetes Essentials
Linux Foundation
Containerization, orchestration and production deployment patterns.
082021
Django for Production
Self-directed
Building secure, scalable Django services with PostgreSQL and Celery.
092023
GSA President 2023–2024
Constructor University Bremen
Elected President of the Graduate Students Association.
102023
WordPress Site Engineering
Tokyo Streets
Custom WordPress builds, theme engineering and IT infrastructure.
Contact Me ☎️
Discuss a project or just want to say hi? My inbox is open for all.