Ercag Can

I help organizations move beyond "AI hype" by building production-grade Generative AI and Predictive Maintenance systems that deliver measurable ROI.

Unlike generalist data scientists, I specialize specifically in Retrieval-Augmented Generation (RAG) and Autonomous Agents. My focus is on engineering robust, hallucination-free architectures that solve expensive business problems.

Why work with me?
Proven ROI: I recently engineered a predictive maintenance system for Equans that secured a 99% upkeep guarantee and reduced maintenance overhead by >30% across 230 installations.
Speed to Market: I delivered an award-winning GenAI product (2nd Place, Arizona Startup Contest) from PoC to production in a strict 5-month sprint.
Deep Technical Expertise: I don't just call APIs. I architect custom RAG pipelines using Vector Databases, Elastic Stack, and Python, ensuring your data remains private and your model's output is factual.

Core Services:
RAG Architecture: Building "Chat with your Data" systems that actually work (high accuracy, low latency).
Predictive Maintenance: processing high-velocity telemetry to predict failures before they happen.
Legacy Modernization: Refactoring slow Python/SQL pipelines for 10x performance gains.

Tech Stack: Python, LangChain, Elastic Stack (ELK), Vector Databases, Azure/AWS, Docker, LLM Fine-Tuning.

Ready to automate complex workflows? Let's discuss your use case.