Ercag Can

Secured a 99% upkeep guarantee across 230 technical installations by engineering anomaly detection models within a 2-month deadline. Reduced maintenance overhead by >30% via a smart predictive management system, eliminating unnecessary manual inspections through high-velocity telemetry analysis. Implemented an LLM-driven expert system to classify and summarize anomalies, automating technical oversight and root cause identification. Tech Stack: Python, Elastic Stack, LLM Agents, Predictive Maintenance, ETL

Delivered an award-winning Generative AI product (2nd Place, Arizona Startup Contest), driving the full lifecycle from PoC to a production-ready agent within a strict 5-month deadline. Architected secure, high-throughput inference pipelines, balancing rigorous data privacy compliance with low-latency performance. Engineered robust RAG workflows to ensure high factual accuracy and context retention, solving critical hallucination issues for proprietary data. Tech Stack: Generative AI, RAG, LLM Pipelines, Data Privacy, Python

Directed a legacy modernization initiative, replacing outdated ERP infrastructure with a custom, high-performance full-stack solution. Optimized system performance, achieving a 10x increase in transaction throughput and slashing interaction latency by 90% (from 10 seconds to 1 second) through efficient query optimization and frontend re-engineering. Deployed the solution into a live production environment, managing the migration strategy to ensure zero downtime for business-critical operations. Tech Stack: Python, PyQt6, ERP Systems, Performance Optimization