AHMET KILINÇ
Generative AI Developer
AI Project Manager & AI Specialist
Llama 3.1 Fine-Tuning
I performed a fine-tuning process on Meta's Llama 3.1 LLM model using a custom dataset I prepared, optimizing the model's performance and accuracy in the areas I targeted.
Llama 3.1 Fine-Tuning Medium Article
I prepared a step-by-step guide on the fine-tuning process of Meta's Llama 3.1 model, detailing how the process works, the challenges encountered, and the methods I applied, and shared it on the Medium platform.
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Experience
GENERATIVE AI DEVELOPER & AI PROJECT MANAGER
Konya, Turkey - Remote
- Led the design and development of photo-realistic body transformation simulation systems using SDXL.
- Built custom datasets and implemented data distillation pipelines to train LoRA models from scratch.
- Managed multimodal AI projects integrating ControlNet, OpenPose, and LLM-driven prompt engineering.
- Coordinated a cross-functional AI team, handled project planning, task assignments, and delivery tracking as a PM.
- Used cloud platforms (Lightning AI, RunPod) for model training, versioning, and infrastructure setup.
Technologies Used: Python, PyTorch, SDXL, LoRA, ControlNet, ComfyUI, Lightning AI, RunPod, Hugging Face and other skills
AI SOFTWARE DEVELOPER & PM INTERN
Konya, Turkey - Remote
- AI Model Development - Designed, developed, and optimized AI systems, including computer vision models such as VTON.
- Cloud Computing & Integration - Worked on cloud-based architectures, optimizing data storage, processing, and model deployment.
- Data Processing and Integration - Developed efficient pipelines for handling and integrating large-scale data across systems.
- Project Management - Led and coordinated projects, managing tasks, setting milestones, and ensuring timely delivery.
- System Optimization & Data Visualization - Improved system performance and enhanced data visualization techniques for better insights.
- Continuous Learning & AI Research - Explored artificial intelligence, deep learning, and LLM fine-tuning while staying updated on emerging technologies.
Technologies Used: Python, TensorFlow, OpenCV, Docker, AWS, Google Cloud and other skills
SOFTWARE DEVELOPER INTERN
Konya, Turkey
- REST API Development - Designed, developed, and tested REST APIs effectively utilizing HTTP methods.
- Data Processing and Integration - Performed JSON-based data processing and API integrations.
- ERP and Mobile Reporting - Developed mobile reporting modules for ERP systems with user-friendly designs.
- Mobile Application Design - Designed mobile app interfaces to optimize data entry and visualization processes.
- Team Collaboration - Collaborated with the team to deliver projects on time.
- Self-Development - Explored artificial intelligence and language models to learn new technologies.
Technologies Used: Python, Software Development, and other skills
Education
Necmettin Erbakan University
- Specialized in problem-solving and analytical thinking, developing skills in machine learning, data science, and artificial intelligence through hands-on projects.
- Completed comprehensive coursework in Web Programming, including front-end and back-end development using modern frameworks and technologies.
- Gained expertise in 3D Modeling and Computer Graphics, working on various visualization projects and simulations.
- Developed strong foundation in Artificial Intelligence and Machine Learning, focusing on computer vision and deep learning applications.
- Enhanced practical skills through project-based learning in database management, system analysis, and business intelligence.