László Benke

🏆Top Rated for more than 10 years on Upwork | 🏆 70+ projects | 🏆 100% Job Success Score | 🏆 16 years experience | 🏆Working with 3x enterprise companies and so many start-ups/individual clients

Production-grade computer vision systems for real-world environments — edge deployment, system integration, and measurable business outcomes.

I graduated as an Electrical Engineer M.Sc. (Embedded Software Developer faculty). I am an expert in AI/Machine learning (object detection) and IoT/Edge Computing (Raspberry Pi and Jetson Orin NX/Nano, Deepstream 6.x, 7.x, Triton/TAO toolkit). I prefer long-term projects, but you can hire me for shorter ones also as a consultant.

Strength:

- Computer Vision/Machine learning Project architect/design - technical stack, cost of long-term usage, refine user requirement etc.

- Python Machine learning projects (Tensorflow, Keras, PyTorch) - especially with computer vision, object detection (YOLO), image segmentation and pose tracking (OpenPose), shape recognition (dlib) and action recognition (X3D, mmaction etc.)

- Develop/maintain/upgrade your existing Deepstream/Triton based application

- Embedded image processing solutions (Edge computing): computer vision on Jetson Orin (NX/Nano) with Deepstream7.0 (earlier version too 6.x/7.x, Triton, TAO toolkit) or on Raspberry Pi, using Intel Movidius Neural Compute Stick (NCS) + OpenVINO. Train a model for specific purpose, provident dataset collection/preparation/preprocessing task management, I specialized for object detection (up to YOLOv12)

- NVIDIA GPU experience: Tesla T4, L4, A100, H100 GPU for training and inference/server production.

Services:

- Short (30-60 minutes) consultation

- AI Architect tasks: responsible for the architecture of AI solutions, which includes planning, implementing, and managing AI technologies within an organization or project

- I can speak English and Hungarian (magyar) and a little bit Spanish (castellano, espanol)