About Me

Full Stack Python Developer | Data Aficionado

I'm a Python and Data enthusiast from South Africa with a background in Mathematical Sciences. I have a deep passion for machine learning, software, and web development. My true joy lies in delving into intricate systems, utilizing modeling, simulation, algorithm development, and data analysis to uncover their complexities.

  • Phone: +27 74 658 8156
  • Email: macho.elseif@yahoo.com
  • Location: Gauteng, South Africa
  • Degree: B.Sc. Mathematical Sciences

Skills

Programming Languages

  • Python

Front-End Development

Back-End Development

Database Management

Tools

Interests & Hobbies

Internet Exploration

Gaming

Anime and Manga

Problem Solving

Technology

Creative Writing

My Background

Summary

Joj Macho

I'm a graduate in classical sciences, a Python developer, and a data scientist. I hold a PCAP certification in Python programming and have a solid foundation in information systems, machine learning, statistical & financial analysis, software & web development, scientific modeling, and code testing.

Education

B.Sc. in Mathematical Sciences

2015 - 2017

University of Witwatersrand, Johannesburg, Gauteng

Completed a Bachelor's degree in Mathematical Sciences at the University of Witwatersrand, Johannesburg. My major areas of focus included Computational Mathematics, Physics, and Chemistry.

B.Sc. Hons. Physics

2018

University of Witwatersrand, Johannesburg, Gauteng

Achieved an Honors degree in Physics from the University of Witwatersrand, Johannesburg. My coursework encompassed subjects such as Statistical Physics, Modern Physics, Quantum Mechanics, Nuclear Physics, and I completed a major project/dissertation in Experimental Particle Physics.

Intern Data Scientist

2019 - 2021

Standard Bank, Johannesburg, Gauteng

  • Successfully automated and modernized data collection and data analysis process for reporting using Python packages.
  • Assisted in the development and application of predictive programs and bringing new technology to various business units. Involved in the continuous enhancements of models and finding the best solution.
  • Designed, utilized and automated Power BI, Plotly Dash, and QlikView dashboards for data analysis, visualization, and presentation to internal and external audiences.
  • Created outputs to explain data analysis, data visualization, and statistical modelling to managers.
  • Collaborated with senior data scientists to solve complex data-related problems.

Research Assistant

2018

University of Witwatersrand, Johannesburg, Gauteng

  • Conducted literature reviews and provided support for data collection activities.
  • Assisted in the planning and implementation of research projects.
  • Analyzed and documented data using statistical software and prepared reports and presentations.
  • Conducted background research for business development opportunities.
  • Facilitated reading and writing labs to develop writing, math, word processing, study, and other academic skills.

My Workspace

Explore my projects and endeavors in the world of technology and beyond. Read more here

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Math & Numbers

Dive into the world of numbers, sequences, and series. Explore fascinating mathematical properties, theories, and computations.

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Simulation Playground

Step into a world of interactive simulations. Engage in hands-on experimentation and vivid visualizations, from random walks to DNA interactions, and even simulate scenarios like lotteries.

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Game Haven

Indulge in a diverse range of entertaining Python games, from classic card games like Blackjack to mind-bending puzzles like the Monty Hall problem. Unleash the gamer in you!

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GUI Applications

Experience the magic of graphical user interface (GUI) applications. Explore functional and interactive apps created using Tkinter and PyQt, adding a visual layer to functionality.

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Web Development Exploration

Discover programs for managing data and information in web-related domains. Explore programs related to managing books, contacts, employees, expenses, inventory, and real estate listings.

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Portfolio Showcase

Explore my personal portfolio website, featuring a curated selection of projects and works. Dive into a collection that reflects my passion for creativity and problem-solving.

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Contact

Location

Gauteng, South Africa

Email

macho.elseif@yahoo.com

Phone

+27 74 658 8156

Twitter

@joj_macho

LinkedIn

@george-macho

GitHub

@joj-macho