Middle+ ML/Backend Python Developer

На данный момент ML/Backend developer.

Мои компетенции и опыт

Results-driven Python Backend Developer (ML) with 3+ years of experience in building scalable APIs and production-grade machine learning systems. I help companies turn data into real-time, high-performance solutions — improving speed, reliability, and business outcomes. 

Some examples of my results include: 

• Re-architected a multi-camera computer vision system, increasing performance 17x (5 FPS → 85 FPS) through CUDA optimization and batch inference 

• Built an edge ML pipeline for ADAS and driver monitoring, delivering real-time 30 FPS inference on resource-constrained devices 

• Designed and deployed end-to-end ML infrastructure: data labeling (Label Studio + MinIO), model training, and CI/CD automation with Jenkins 

• Developed event-driven microservices (RabbitMQ, MQTT), improving system reliability and fault tolerance 

• Built scalable backend services using FastAPI and Django with async processing and high-load handling Beyond technical execution, I focus on writing clean, testable code, improving team workflows, and delivering production-ready systems. 

• Strong in computer vision (YOLO, OpenCV), high-performance systems, and concurrent programming (asyncio, multiprocessing) 

• Experienced in Docker, CI/CD, and cloud-ready architectures 

• Comfortable working in fast-paced startup environments and cross-functional teams I get excited about opportunities where I can build scalable backend systems, deploy ML into production, and solve complex real-time problems — especially in computer vision, AI products, or high-load distributed systems.