Engineering generalist with 8+ years of experience spanning hardware, software, AI, and robotics. I bridge the gap between physical systems and intelligent software, from designing PCBs and 3D-printed prototypes to deploying production LLM systems and CE-certified autonomous robots. Co-founded a robotics startup, led AI/ML teams at scale, and delivered end-to-end solutions from concept through regulatory compliance. My expertise ranges from embedded firmware and sensor fusion to cloud-native microservices and vector databases—bringing a holistic approach to building complex systems that work in the real world.
End-to-end system design from hardware (PCBs, sensors, embedded firmware) through software (Python/FastAPI, React/Vue.js) to AI/ML (LLM, RAG, computer vision) and cloud infrastructure (Docker, Kubernetes).
ROS/ROS2-based robotics development, sensor fusion (LiDAR, radar, IMU, cameras), SLAM, motion planning, and real-time control systems. From prototype to CE-certified production deployments.
Production-grade LLM systems, RAG pipelines, vector search optimization, and MLOps infrastructure. Deploying scalable AI services with 99.9% uptime SLAs and GDPR compliance.
3D design (Fusion 360), rapid prototyping, PCB design, hardware commissioning, EMC testing, wiring, and mechanical assembly. Bringing concepts from CAD to physical prototypes.
CE certification (ISO 13482), IEC 60730 standards, FMEA risk analysis, technical documentation, and regulatory compliance for safety-critical systems.
Leading cross-functional engineering teams, making architectural decisions, establishing best practices, and scaling technical organizations from startup to production.