Şükrü Yusuf Kaya

Şükrü Yusuf Kaya is an expert with over ten years of hands-on experience in artificial intelligence, machine learning, and advanced data engineering. With a strong academic background in computer engineering, statistics, and cybersecurity, he leads organizations in rapidly generating business value from data by ensuring the seamless transition of research outputs into production environments. He has designed end-to-end artificial intelligence architectures in critical sectors such as finance, telecommunications, defense, and manufacturing, delivering reliable, scalable, and regulation-compliant solutions under demanding operational constraints.

His projects in both public and private sectors span a wide range, including enterprise-scale RAG-based information access systems, real-time fraud detection platforms, production line video analytics, and performance optimization of distributed big data infrastructures. The MLOps framework he designed for internal teams reduced development costs by shortening the model lifecycle by 40%, while significantly improving transparency in model versioning and monitoring.

In addition to consulting, Kaya designs and delivers advanced technical training programs. He has mentored and trained hundreds of engineers through comprehensive curricula ranging from fine-tuning large language models to autonomous AI agent architectures, and from cloud-native high-performance computing clusters to production-grade deployment practices. His teaching approach, grounded in problem-driven explanations, live coding sessions, and industry-specific case studies,enables participants to directly apply acquired knowledge to real-world projects.

His research focuses on high-precision anomaly detection in dynamic systems by combining large language models with multi-source real-time video streams. His long-term objective is to develop explainable and cyber-secure AI systems capable of triggering autonomous interventions within seconds in closed-loop industrial environments.

📈 Enterprise AI Strategy Design & ROI Optimization
💾 Lakehouse & Streaming Data Architectures
🧠 Large Language Models (LLM) & RAG Solutions
🤖 AI Agents & Autonomous Task Execution
🛰️ Swarm AI for Autonomous Drone & Robotics Systems
📹 Nanosecond Video Analytics & Edge AI
🏭 Industrial IoT & Digital Twin Systems
🔒 Trustworthy & Explainable AI
👥 Privacy-Preserving & Federated Learning
💳 FinTech Fraud Detection & AML Systems
🗺️ Geospatial Big Data & Dynamic Logistics
🔬 Multi-Modal Medical Diagnostic Systems
🛡️ Adversarial Resilience & AI Red-Teaming
🗄️ MLOps – CI/CD, Feature Stores & Model Monitoring
📉 Time Series Analysis & Anomaly Detection
🧬 Synthetic Data Generation
♻️ Energy AI & Carbon Optimization
⚛️ Quantum-Assisted Machine Learning
💻 Multi-Node HPC & Distributed GPU Training

For customized consulting, project development, and advanced training solutions, please contact us.