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MagatteDiene/README.md

Passionate About Innovation, AI Integration & Web Development

LinkedIn Email


About Me

I'm a software developer and final-year engineering student specializing in Computer Science at Γ‰cole SupΓ©rieure Polytechnique (ESP) in Dakar. Ranked first in my class during the first year of the engineering cycle, I combine strong analytical skills with hands-on experience in fullstack development, AI integration, and project management.

Currently working as a Fullstack Developer (Backend Focus) at HTSOFT Senegal, I contribute to building scalable web applications, integrating AI-powered solutions, and optimizing database architectures. I thrive on solving complex technical challenges and delivering high-quality software that makes an impact.

What drives me: Building intelligent systems, writing clean code, and solving real-world problems with modern technologies.


Tech Stack

Languages

PHP JavaScript Java Python HTML5 CSS3

Frameworks & Libraries

Laravel React AngularJS Flask Tailwind CSS

Databases

MySQL PostgreSQL

Tools & Platforms

Git GitHub Postman

AI & Machine Learning

OpenAI API scikit-learn Machine Learning


Professional Experience

Fullstack Developer – Backend Focus

HTSOFT SENEGAL | November 2024 - Present

  • Contributing to the modeling, development, and maintenance of web applications using Laravel and JavaScript (AngularJS/React)
  • Designing and implementing functional modules with a focus on backend architecture
  • Integrating AI-based solutions to enhance application capabilities
  • Managing and optimizing database structures for performance and scalability

Web Development Intern

HTSOFT SENEGAL | May 2024 - November 2024

  • Developed an online seminar management platform as part of my final-year project
  • Participated in full-stack development, testing, and deployment of web applications
  • Gained hands-on experience with modern web technologies

Key Projects

** SIRH (HR Information System)**

A comprehensive HR management platform with AI-powered recruitment features.

Key Contributions:

  • Developed multiple back-end and front-end modules for employee management
  • Integrated an AI module for CV pre-selection using OpenAI API to automate candidate screening
  • Built RESTful APIs with Laravel and deployed on Nginx server
  • Conducted user training and provided ongoing support to HR staff
  • Ensured application stability through rigorous testing and debugging

Tech Stack: React Laravel PostgreSQL OpenAI API Postman


** GESTIMMO (Real Estate ERP)**

Enterprise resource planning system for real estate management companies.

Key Contributions:

  • Developed rent management and financial reporting modules
  • Implemented PDF generation for receipts and financial statements
  • Built data import jobs for bulk operations
  • Performed sensitive data migration and trained end users (cashiers, accountants)
  • Drafted test reports and planned system improvements

Tech Stack: Laravel AngularJS Blade PostgreSQL Postman


** N-BaIoT – Network Intrusion Classification**

Machine learning project for detecting IoT botnet attacks in network traffic.

Key Contributions:

  • Tested and optimized supervised ML algorithms (Random Forest, SVM, KNN)
  • Achieved near-perfect accuracy in detecting Mirai and Bashlite attacks using GridSearchCV
  • Developed a web-based interface using Flask for real-time detection
  • Deployed the system online for practical demonstration

Tech Stack: Python Flask scikit-learn Random Forest SVM


** TamTam FinConnect**

Crowdfunding platform connecting project holders with investors.

Key Contributions:

  • Fully developed responsive landing page and user dashboards
  • Enhanced UI/UX design for improved user interaction
  • Managed opportunity listings and investor/project holder modules
  • Contributed to front-end development and system architecture

Tech Stack: HTML CSS/Tailwind PHP (Laravel)

πŸ”— Website link: tamtamfinconnect.com


Education

Engineering Technology Degree in Computer Science (2024 - 2026)
Γ‰cole SupΓ©rieure Polytechnique (ESP), Dakar Ranked #1 in my class during first year

Higher National Diploma (HND) in Computer Science (2022 - 2024)
Γ‰cole SupΓ©rieure Polytechnique (ESP), Dakar

Scientific Baccalaureate (S2) (2021 - 2022)
LycΓ©e Sergent Malamine Camara


A Note on My GitHub Activity

Most of my work is in private repositories

My public GitHub stats don't reflect my daily work on private enterprise projects at HTSOFT Senegal, where I contribute to production systems, integrate AI solutions, and maintain large-scale applications.


Let's Connect!

Email Location


If you find my work interesting, feel free to star my repositories!

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