About
I'm Efe Hüseyin Özkan a software engineer with a focus on AI systems, full-stack development, and scalable product architecture. My work spans end-to-end product delivery, from backend infrastructure and API design to AI-powered feature engineering and deployment pipelines.
I've been building software since 2021, progressing from Python scripting into full-stack engineering across web, mobile, and AI domains. I combine modern web technologies with machine learning to ship production-grade systems that scale.
I'm the co-founder and technical lead of Comcai, an AI-driven call analytics platform, and the lead developer behind VisionCO2, a corporate carbon management platform backed by two peer-reviewed publications. I also completed a semester of Computer Engineering at Universidade da Coruña through the Erasmus program.
Experience
AI & Software Developer
Skala MRP · İstanbul, Türkiye
- •Lead end-to-end web and backend development across system design, API integration, and deployment workflows.
- •Design and ship software modules supporting core production and business operations, with emphasis on scalability, maintainability, and alignment with product requirements.
- •Drive R&D on data processing pipelines, workflow automation systems, and AI-powered features to expand product capabilities and improve operational efficiency.
Co-Founder & Technical Lead
Comcai · İstanbul, Türkiye
- •Co-founded comcai.com, an AI-powered call analytics platform, and own the entire technical stack from architecture and infrastructure design to development and delivery.
- •Built a microservice-based backend infrastructure with Python and Docker; established a modular, scalable system architecture with CI/CD automation via GitHub Actions.
- •Designed and delivered the product UI using React.js and Next.js, with real-time frontend-backend integration via REST and WebSocket APIs.
- •Defined the product development roadmap and own all technical decision-making, including sprint planning, code reviews, and technical documentation.
Robotic Process Automation & R&D Center
Aktif Yatırım Bankası A.Ş. · İstanbul, Türkiye
- •Developed RAG-based document processing systems and AI-powered chatbot solutions using Python, Docker, and Llama.cpp, with measurable improvements to model inference performance.
- •Architected RESTful API services with Flask for KVKK-compliant data masking and address verification; managed end-to-end Azure deployment pipelines.
- •Built vector database management dashboards with Streamlit and delivered internal technical training on AI Chatbot architecture and RAG systems.
Part-Time Web Content Coordinator
Altınbaş Üniversitesi · İstanbul, Türkiye
- •Managed and maintained web content across the university's official website, ensuring accuracy, consistency, and up-to-date information.
- •Implemented frontend modifications using HTML and CSS to improve page usability and visual consistency.
- •Coordinated social media communications for university events and announcements, contributing to measurable audience engagement growth.
- •Performed SEO optimizations across site content to improve search visibility and organic reach.
Face-to-Face Representative
UNICEF · İstanbul, Türkiye
- •Promoted UNICEF programs and projects, emphasizing the importance of sustainable private sector funding and its impact on operational costs; professionally represented UNICEF in line with its mission and vision.
- •Organized fundraising events at UNICEF brand booths in shopping malls.
- •Conducted all face-to-face fundraising activities while ensuring donor data privacy and compliance with UNICEF's data protection standards.
Projects
TÜBİTAK 2209B: Visual Defect Detection
A deep learning-based quality control system for the packaged food industry using YOLO segmentation and detection models. Achieved over 90% accuracy in real-time defect detection with pixel-level precision using CNN. Built a React-based dashboard to display metrics. Approved by TÜBİTAK, currently in progress as lead researcher.
Got a project idea?
Share your idea and let's make it happen together.
Education
Universidade da Coruña
Computer Engineering (Informática) / Bachelor's (Erasmus)
Coruña / İspanya
Altınbaş University
Management Information Systems / Bachelor's (Class Rank: 1st, GPA: 3.76)
İstanbul / Türkiye
Scientific Publications
Oral Presentations
Yıldız, İ., Özkan, E. H., Dönmez, E., Altınbaşak, E. (2026). Design and Implementation of a Web-Based Corporate Carbon Management System. 6th International Thales Science, Engineering, Architecture and Mathematics Congress, oral presentation.
Yıldız, İ., Özkan, E. H., Yorulmaz, Y. C. (2026). AI-Supported Mathematical Modeling and Machine Learning Based Carbon Footprint Calculation System. 6th International Thales Science, Engineering, Architecture and Mathematics Congress, oral presentation.
Skills
Languages
Frameworks & Libraries
AI & ML Tools
Databases
DevOps & Tools
Data Analysis & Visualization
Languages
English
Spanish
Leadership & Activities
Altınbaş University AI and Robotics Club | Vice President
September 2023 – June 2025- •Led operations and strategic planning for a 400+ member technical community focused on AI, robotics, and machine learning.
- •Organized and delivered hands-on workshops and technical seminars covering deep learning, computer vision, and embedded systems, regularly drawing 100+ attendees from across campus.
Certifications
GNU/Linux System Administration
Linux Users Association
August 2024
CI/CD with Jenkins
Linux Users Association
February 2025
Akbank Data Analysis Camp
Global AI Hub
May 2023
Aygaz Deep Learning Camp
Global AI Hub
December 2023
Aygaz Machine Learning Camp
Global AI Hub
September 2023
Data Analysis with SPSS
Altınbaş University
May 2023
Machine Learning
Miuul
October 2024
Image Processing with AI
Altınbaş University
May 2023
Software Development with Node.js
Istanbul Metropolitan Municipality
November 2024
Akbank Python Camp
Global AI Hub
March 2024
Image Processing Workshop
Istanbul Metropolitan Municipality
November 2024
Contact
Let's work together
Feel free to reach out for collaborations, opportunities, or just a friendly hello.
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