Mahmoud Yaseen

Full Stack Web Developer & AI Engineer
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mahmoudyaseen606@outlook.com
05340340325
Beylikdüzü, Istanbul, Türkiye
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About Me

Passionate developer with expertise in web technologies and artificial intelligence

Full Stack Web Developer with a strong foundation in computer science and hands-on experience in building dynamic web applications and AI models. Successfully led multiple projects, optimizing performance and enhancing user experience, utilizing technologies such as Python, Flask, JavaScript, React, Next.JS, Node.js, and SQL. Committed to delivering scalable solutions that drive business growth and improve operational efficiency.

Currently pursuing a Master's Degree in Artificial Intelligence and Data Science at Istanbul Aydın University, with a focus on developing innovative solutions that bridge the gap between technology and real-world applications.

Skills & Expertise

Technical proficiencies and professional capabilities

English
Arabic
Web Development
Node.js
Cyber Security
React.js
React Native
Linux
MySQL
Java
C++
C#
C
Machine Learning
Python
Flask
JavaScript
Next.js
SQL

Work Experience

Professional journey and career milestones

AI Developer

Caretta® · Istanbul, Türkiye Oct ’22 - Dec ’22
  • Developed a machine learning model that improved movie recommendation accuracy, leading to an increase in user engagement.

CyberSecurity Trainee

zeroday academy · Istanbul, Türkiye Aug ’24 - Dec ’24
  • Analyzed network logs and identified patterns that led to a 25% decrease in false positives during security alerts, enhancing the effectiveness of the cybersecurity team.
  • Developed efficient Bash scripts for task automation, system monitoring, and log analysis.
  • Proficient in configuring and managing Linux-based systems, including file systems, user permissions, and process monitoring.

Full Stack Web Developer Trainee

PAPEL CUP AMBALAJ SANAYI IÇ VE DIS TICARET LIMITED SIRKETI · Istanbul, Türkiye Dec ’22 - Nov ’23
  • Gained expertise in developing dynamic, server-rendered web applications using Next.js, leveraging its SSR and SSG features for optimal performance and SEO.
  • Enhanced skills in building reusable and maintainable UI components in React.js, adhering to best practices for state management and lifecycle methods.
  • Proficient in integrating RESTful and GraphQL APIs with React components, ensuring seamless data flow and user interaction.

Education

Academic background and qualifications

Istanbul Aydin University

Bachelor's Degree in Computer Engineering
Grade: 3.4

Istanbul Aydin University

Master's Degree in Artificial Intelligence and Data Science (With Thesis)
Currently Studying

Projects

Showcase of technical implementations and solutions

Full Stack Web App with AI

Developed a secure patient portal for end-to-end appointment management with user authentication. Integrated three AI models for diagnostic support.

  • End-to-End Appointment Management: Engineered a secure patient portal enabling scheduling, rescheduling, and cancellation of appointments
  • Robust User Authentication: Implemented OAuth 2.0/JWT-based authentication with RBAC
  • AI Diagnostic Integration: Deployed 3 ML models to assist clinicians in diagnostics
Project Details GitHub

Movie Recommendation Engine | AI/ML Project

Developed a content-based recommendation system using machine learning to suggest similar movies based on plot, genre, and actors.

  • ML Algorithms: TF-IDF vectorization + k-Nearest Neighbors (k-NN) for similarity matching
  • Backend: Python (Flask API), sklearn, pandas
  • Frontend: Next JS with real-time search and responsive UI
  • NLP Techniques: Combined movie metadata into feature vectors
GitHub

Full Stack Intelligent Document Processing Web App

Automate data extraction from PDFs/scanned docs (invoices, contracts).

  • This project is still in development
  • Frontend: React + TypeScript, Tailwind CSS, react-pdf-viewer, react-dropzone
  • Backend: FastAPI (Python), Celery (task queue), Redis (caching/broker)
  • Containerization: Docker implementation
GitHub

Certificates

Professional certifications and achievements

Networking

Issued: Feb 16, 2025 Size: 13.14 MB

Comprehensive networking certification covering fundamental concepts, protocols, and security practices.

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Python Programming

Issued: Feb 16, 2025 Size: 13.05 MB

Advanced Python certification covering core programming concepts, data structures, and application development.

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UAE AI Summer Camp 5.0

Issued: Aug 16, 2023 Size: 1.08 MB

Intensive AI training program covering machine learning, deep learning, and AI application development.

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Career Essentials in Cybersecurity

Issued: Feb 28, 2024 Size: 74 KB

Microsoft and LinkedIn certification covering essential concepts and practices in cybersecurity.

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Linux Administration

Issued: Feb 16, 2025 Size: 13.04 MB

Comprehensive Linux certification covering system administration, security, and shell scripting.

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