AMAN Ltd.
600,000 to 700,000 KZT NET per month · Remote
AMAN Ltd. is a startup focused on security solutions, currently growing in UAE and EU markets. The company is developing computer vision-powered video analytics for CCTV and surveillance systems, expanding into the academic sector.
Responsibilities:
- Develop and improve human action recognition models on video
- Work with video streams (RTSP, IP cameras, NVR)
- Process video in real time (10–25 FPS)
- Prepare and clean datasets, labeling, augmentations
- Train and fine-tune models (PyTorch)
- Optimize inference (GPU/CPU)
- Reduce false positives / false negatives
- Integrate the model into a backend service (API / queues / microservices)
- Generate event clips (pre/post buffer)
Requirements:
- Strong Python skills
- Experience with PyTorch or TensorFlow
- Understanding of computer vision (detection / tracking / classification)
- Experience working with OpenCV
- Understanding of how neural networks are trained (loss, overfitting, augmentation)
Optional:
- Experience with RTSP/IP cameras
- YOLO
- DeepSORT
- TensorRT / ONNX / inference acceleration
- GPU optimization