Works

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Professional Experience

Coşkunöz Holding 📍 Bursa, Türkiye

Software Developer 🗓️ 2022 - Present
- Developed and deployed AI-powered solutions in industrial settings, focusing on Generative AI, LLMs, Computer Vision, and Machine Learning to optimize production workflows and quality control.
- Designed and implemented RAG pipelines using Vektor databases for intelligent document retrieval and domain-specific knowledge integration.
- Designed and deployed LLM orchestration pipelines with LangChain, CrewAI, and n8n, integrating MCP tools to power intelligent chatbots, document Q&A systems, and AI assistants via Streamlit.
- Applied LoRA and other parameter-efficient fine-tuning techniques for domain-adapted LLM enhancements.
- Designed and deployed automated quality inspection systems using YOLO, OpenCV, OCR, and PyTorch, reducing manual checks and improving accuracy by up to 95%.
- Created AI systems that enabled forklift-human collision detection, resulting in a 90% reduction in workplace accidents, awarded in the MESS Occupational Safety Stars Competition.
- Built operator monitoring systems that prevented faulty products, winning Tofaş Best Kaizen Award, TİSK Digitalization Award, and Ministry of Industry and Technology Productivity Project Award.
- Developed edge AI systems on Jetson Nano and Raspberry Pi, enabling low-latency inference for real-time industrial scenarios.
- Implemented microservices with FastAPI, Django, and .NET Core, and managed API integration and deployment using Docker and CI/CD pipelines.
- Integrated IoT sensor data and PLC communication (e.g., snap7) for fault detection and signal processing in live production environments.
- Leveraged SQL, NoSQL, and ORM frameworks to manage complex data flows and enable real-time dashboards via Power BI, Tableau, and Grafana.
- Used RPA (Robotic Process Automation) to streamline document processing workflows, achieving annual savings of €11,000.
- Conducted large-scale data processing using Apache Spark, Hadoop, and Kafka, with real-time visualization.
- Experienced in prompt engineering, LLM model evaluation, and staying up to date with multi-agent architectures, hybrid search, and AI trends.
- Experienced in leading cross-functional teams and collaborating across departments to deliver end-to-end AI solutions in production environments.

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Education

Bursa Technical University 📍 Bursa, Türkiye

BSc in Mechanical Engineering 🗓️ 2018 - 2023
- Graduated with GPA 2.97. TEKNOFEST participant with HACİWATT team.
Istanbul University 📍 Istanbul, Türkiye

Associate Degree in Computer Programming 🗓️ 2022 - 2024
- Focus on software development, backend, databases, and algorithms.
- Expected graduation with GPA 2.8.