About Serkan 👨🏻‍💻

I am an Artificial Intelligence Engineer and Software Developer. I develop projects focused on real-time industrial applications, and I am particularly excited about working on computer vision, image processing, and next-generation artificial intelligence technologies (Generative AI, Large Language Models, AI Agents).

I develop AI/ML solutions and successfully integrate them into production environments. I build data-driven systems that contribute to digital transformation, prioritizing process automation and big data management.

I am experienced in designing sustainable backend systems, developing APIs, and producing software in accordance with SOLID principles. I combine MLOps and DevOps practices to establish CI/CD processes and deliver robust and scalable deployments.

To date, I have been involved in award-winning projects in the manufacturing and industrial sectors. I am constantly researching innovative technologies and aim to develop more efficient, autonomous systems with AI-powered solutions.

My goal is to keep pace with emerging technologies by producing AI systems and autonomous solutions, and to develop value-added software with powerful and sustainable backend infrastructures.

What I'm Doing ‍💼

AI-Powered Process Optimization

Leveraging artificial intelligence, machine learning, and computer vision technologies to enhance industrial processes, improve productivity, and reduce error rates.

Data Management & Analytics

Designing and implementing efficient data collection, processing, and visualization systems to ensure data-driven decision-making.

System Integration & Back-End Development

Developing sustainable and scalable back-end architectures in line with SOLID principles, focusing on seamless integration with existing industrial systems using .NET technologies.

Industrial Computer Vision Systems

Building and deploying computer vision solutions to monitor processes, detect anomalies, and improve quality control with AI-powered image processing.

LLM & Generative AI Solutions

Designing and deploying large language model (LLM) pipelines using tools like LangChain, CrewAI, and Streamlit to build intelligent assistants, document Q&A systems, and contextual search applications with RAG architectures.

Edge AI & Embedded Intelligence

Deploying low-latency AI models on edge devices like Jetson Nano and Raspberry Pi for real-time industrial automation, safety monitoring, and process control in embedded environments.

Serkan Yaşar