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Shingai Shamu

@shingaishamu

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Machine Learning Engineer specializing in performance-driven web applications.

Zimbabwe

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What I'm looking for

I seek a collaborative environment that fosters innovation and growth, where I can leverage my skills in machine learning and software development to create impactful solutions.

As a Machine Learning Engineer with a focus on performance and maintainability, I thrive on integrating various system components into connected web applications. My experience spans across multiple roles, including backend engineering and data science, where I have developed impactful solutions for both startups and established institutions like CBZ Bank, the largest banking institute in Zimbabwe.

Throughout my career, I have been instrumental in creating analytics dashboards, developing end-to-end systems for Kickstarter management, and mentoring junior developers. My passion for technology drives me to transform the latest digital innovations into user-friendly applications, ensuring that they are not only functional but also enjoyable for everyday users.

In addition to my technical skills, I am an aspiring writer and blogger, which allows me to communicate complex ideas clearly and effectively. I am committed to continuous learning and sharing knowledge, as evidenced by my training sessions for teams at Econet Wireless Zimbabwe. I am eager to contribute to projects that challenge me and allow me to grow in the ever-evolving tech landscape.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer

Current

CBZ Bank

Mar 2020 - Present (5 years 3 months)

Part of the inaugural Data Science Department at CBZ Bank, responsible for developing analytics dashboards, mentoring junior developers, and spearheading the development of a GIS system for property tracking. Designed and deployed an ETL server for data transfer between restricted servers and cloud solutions.

Machine Learning Data Analytics GIS ETL Mentoring Dashboard Development Python Agile Development Data Visualization API Integration

Backend Engineer

Funkin' Crew

Dec 2022 - Apr 2024 (1 year 4 months)

Responsible for the end-to-end development of the Kickstarter management system for Funkin' Crew, managing close to 60 thousand backers. Also contributed to the development of in-game online services for the popular game Friday Night Funkin.

Backend Development API Development Project Management Python Database Management System Integration Agile Methodologies Version Control Software Development

Open Source API Integrations Engineer

Shipyard

Jun 2022 - Sep 2022 (3 months)

Engaged in a 3-month contract to grow and standardize a library of open source integration templates. Developed CLI blueprints in Python to interact with various vendor APIs and contributed to open source projects.

API Integration Python CLI Open Source Database Management Agile Development Software Development Version Control

Data Science Consultant

Deep Analytics

Jul 2019 - Feb 2020 (7 months)

Conducted consulting and training for Econet Wireless, focusing on chatbot development and data science projects. Assisted in creating and deploying social media chatbots and provided tutorials on API services using Flask.

Data Science Consulting Training Chatbot Development Flask API Development Project Management Python Dashboard Design

Personal Project Developer

Self Employed

Apr 2019 - Apr 2019 (0 months)

Developed a personal project called StockWarz, a stock trading simulation for the Zimbabwe stock exchange. Created a data crawler and designed a lightweight UI for mobile users.

Data Science Web Development Stock Trading Simulation Python UI Design Project Management Agile Development Software Development

Software Developer

Chartered Systems Integration

Dec 2018 - Mar 2019 (3 months)

Worked on the Zimra Online Payments Portal project, creating and integrating APIs for tax payments. Optimized system performance for high traffic loads.

API Development System Integration Performance Optimization Software Development Project Management Python Version Control Agile Development

Education

Degrees, certifications, and relevant coursework

Zimbabwe Open University

Bachelor of Science, Software Engineering

2019 -

A part-time degree programme that deals with creating the latest techniques and technologies in requirements analysis, design, construction, testing, implementation, and evolution of software systems. Also includes designing system architectures and scaling enterprise applications.

University of Zimbabwe

Bachelor of Science, Computer Science

2015 - 2018

A full-time degree programme that provided the theoretical and mathematical as well as the design and structure of computer systems including web development (backend and frontend development), algorithms, computer graphics (OpenGL), networking, computer security and various programming languages.