About Me

Mahmut Dehhan
Turkish-Syrian • Istanbul, Turkey • +905366471315• mahmutdehhan@midodahhan.com • Linkedin
Software Engineer specializing in integrating technology across various sectors, including Textiles. Proficient in Programming, Machine learning, AI and Cybersecurity, with a proven ability to develop innovative solutions and optimize systems. Skilled in web development, network management, and PC/Server building, with a strong ability to leverage technological advancements to enhance efficiency and quality in diverse industries.
WORK EXPERIENCE
Tajj Farah Tekstil Gaziantep, Turkey
Software Engineer(intern) October 2023 – February 2024
● Optimized process tracking systems, enhancing operational efficiency by 20%.
● Data Cleaning and mining to create and implement predictive models.
● Applied AI techniques for predictive analytics, reducing process delays by 15%.
● Developed and integrated performance-improving solutions for data accuracy.
Okatan Sağlık Arge Anonim Şirketi Istanbul, Turkey
Software Engineer(intern) June 2023 – October 2023
● Banking System Development: Engineering a secure banking system with transaction processing and account management.
● Machine Learning: Applied ML algorithms for financial data analysis and predictive modeling.
● Data Mining: Executed data mining to enhance system performance and customer insights.
Syrtex Tekstil Konfeksiyon Istanbul, Turkey
IT & Operations Manager June 2019 – October 2019
● Production Oversight: Supervised the complete textile production cycle, from fabric dyeing and printing to manufacturing, finishing, and quality assurance, improving production efficiency by 15% and reducing defect rates by 10%.
● IT Management: Directed IT systems and provided technical support, ensuring 99% uptime and resolving 95% of technical issues within 24 hours, which significantly minimized downtime and maintained operational continuity.
● Process Optimization: Spearheaded technology-driven process enhancements, leading to a 20% reduction in processing time and a 12% boost in overall productivity through streamlined workflows.
● Technology Integration: Championed the implementation of advanced IT solutions and automation technologies, resulting in an 18% increase in production throughput and enhanced operational capabilities.
Tajj Farah Tekstil Kahramanmaras, Turkey
IT & Operations Manager April 2018 –October 2018
● End-to-End Production Oversight: Managed the entire textile production process, including fabric dyeing, printing, manufacturing, and quality control, ensuring high operational standards and efficiency.
● IT Infrastructure Management: Directed IT systems and support, enhancing system performance and reducing operational disruptions.
● Tracking System Implementation: Developed a web-based tracking system for seamless integration and real-time monitoring between the main factory and outsourced facilities, improving production transparency and coordination.
● Process Optimization: Leveraged technology to streamline production workflows, increasing operational efficiency by 15% and reducing production delays.
● Technology Integration: Championed the integration of IT solutions and automation, boosting production capabilities and aligning technology with operational needs.
Dahhan Textile (Family Business) Istanbul, Turkey
Operations Manager 2014 – Present
● Led daily operations, including production, inventory, and supplier relations. Implemented process improvements to enhance production efficiency and quality control.
● Process Improvements: Enhanced production efficiency and quality control through targeted process optimizations.
● Cross-Department Coordination: Ensured seamless workflow and high customer satisfaction across departments.
● Strategic Development: Executed growth strategies to drive business success in the textile and lingerie industry.
EDUCATION
Istanbul Aydin University Istanbul, Turkey
Bachelor’s Degree in Software Engineering 2024
● Focus Areas: Artificial Intelligence (AI), Cybersecurity, Web Development, App Development.
PROJECTS
Ice Cream Store Data Analysis
Role: Data Analyst /Machine Learning Specialist
• Analyzed performance data from 50 stores, identifying key trends and improving sales by 15%.
• Developed predictive models with 90% accuracy, enhancing demand forecasting.
• Provided insights that optimized operations, boosting efficiency by 10% and reducing waste by 20%.
Phishing Email Detection
Role: Machine Learning Specialist
• Engineered a machine learning solution for phishing email detection, achieving over 90% accuracy.
• Leveraged big data techniques and algorithms, including Naïve Bayes, SVM, KNN, and Neural Networks.
• Optimized model Performance using GridSearchCV for hyperparameter tuning.
• Developed a React-Based web application for real-time phishing detection.
Celiac Disease Prediction
Role: Machine Learning Specialist
• Developed an SVM-based model for predicting celiac disease.
• Achieved up to 99% accuracy with the RBF kernel.
• Utilized advanced techniques including hyperparameter tuning and feature selection.
• Validated model performance using cross-validation and comprehensive metrics (precision, recall, ROC-AUC).
• Built a web application for real-time disease prediction and diagnosis.
SKILLS
Technical Skills
• Programming Languages: C, C++, C#, Java, Python.
• Machine Learning & AI: Python, TensorFlow, PyTorch, Predictive Modeling, NLP, Data Analysis.
• Cybersecurity: Secure Coding Practices, Penetration Testing, IDS, Encryption, Network Security.
• Networking: Network Design, Configuration and Management, Network Troubleshooting.
• PC & Server Building: Assembly, Configuration, Optimization, Technical Troubleshooting, Performance Tuning.
• Project Management: Basic Planning and Coordination, Task Management, Risk Assessment, Process Tracking.
• Web Development: HTML, CSS, JavaScript.
• Frameworks: React, React Native, Flutter.
• Tools & Environments: Docker, Kubernetes, Git, GitHub, Android Studio, JetBrains, VS Code.
• UI/UX Design: Figma, Adobe XD, Spline, Blender.
• Databases & Data Management: MySQL, MSSQL, NOSQL.
• Operating Systems: Linux (Kali, Ubuntu, WSL), Windows.
• Methodologies: Agile, Scrum, DevOps.
• Textile & Lingerie Industry: Fabric Production, Dyeing & Printing, Product Lifecycle Management, Supply Chain Optimization, Quality Control, Technical Design and Manufacturing.
Soft Skills
• Communication: Articulate and effective in multiple languages.
• Adaptability: Responsive to change and new challenges.
• Problem-Solving: Strong analytical and creative problem-solving.
• Teamwork: Effective collaboration and support.
• Leadership: Project management and initiative.
• Resilience: Persistent and goal oriented.
Languages
• English: Full Professional Proficiency, Arabic: Native Speaker, Turkish: Advanced, French: Intermediate