Skip to content
View Gift-Mpofu's full-sized avatar

Block or report Gift-Mpofu

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Gift-Mpofu/README.md

Hi there! πŸ‘‹ I'm Gift

πŸŽ“ About Me

I'm a 3rd-year Richfield collage Institute of Technology student pursuing a degree in BACHELOR OF SCIENCE IN INFORMATION TECHNOLOGY. My passion lies in Machine Learning Engineering, with a strong foundation in Database Design and Administration and Data Analysis. I enjoy solving problems with data and building systems that drive insights and innovation.

🌱 Currently Learning: Advanced machine learning techniques, database optimization, and data pipeline engineering.
πŸ’‘ Career Goals: To become a Machine Learning Engineer, leveraging my expertise in data systems and analytics to create scalable and intelligent solutions.

πŸ’» Tech Stack:

  • Languages: Python, SQL, Java,
  • Machine Learning: TensorFlow, Scikit-learn, Pandas, NumPy
  • Databases: MySQL,
  • Data Visualization: Power BI, Matplotlib, Seaborn
  • Tools: Git, Jupyter Notebooks,

πŸ† Featured Projects

AI-driven tool that scans CVs and matches them to job listings with a relevance score.

  • Tech Stack: Python, NLP (Cohere API), Node.js
  • Highlights: ATS-style scanning, match rate scoring, and CV improvement suggestions.

An interactive dashboard for analyzing business metrics and visualizing key insights.

  • Tech Stack: Python, Tableau, PostgreSQL
  • Highlights: ETL pipeline, automated reports, and user-friendly visualizations.

A predictive model to forecast product sales using regression techniques.

  • Tech Stack: Python, Scikit-learn, Pandas
  • Highlights: Data preprocessing, feature engineering, and model evaluation with cross-validation.

A relational database schema designed for an e-commerce platform to manage products, users, and transactions.

  • Tech Stack: MySQL, ERD Diagrams
  • Highlights: Normalization, query optimization, and robust data integrity constraints.

Analyzed customer behavior to identify market segments for targeted marketing campaigns.

  • Tech Stack: Python, Pandas, Seaborn, Matplotlib
  • Highlights: Statistical analysis, clustering techniques, and visualization.

πŸ“š Key Achievements

  • Designed scalable database schemas for multiple projects, optimizing query performance by 30%.
  • Built predictive models with an accuracy of up to 95%, improving decision-making processes.
  • Delivered interactive dashboards to stakeholders, enabling real-time data-driven insights.

🌟 Let's Connect!

Thank you for visiting my GitHub profile! I’m excited to collaborate on projects and grow as a Machine Learning Engineer! 😊

Popular repositories Loading

  1. Gift-Mpofu Gift-Mpofu Public

  2. mandisa-portfolio mandisa-portfolio Public

    HTML

  3. mandisa-portfolio-live mandisa-portfolio-live Public

    HTML