18 Aug
|
RavStack
|
India
AI Computer Vision Engineer — India Remote
Role Overview
We are looking for an experienced AI Computer Vision Engineer to join our project team and support the design, development, integration, and deployment of AI-powered computer vision solutions.
The ideal candidate will have strong hands-on experience in Computer Vision, Deep Learning, Python, image/video analytics, and AI model development, with the ability to take models from experimentation and prototyping through production deployment.
The role will involve developing computer vision models for image and video analytics, integrating AI solutions with enterprise applications, and optimizing model performance, scalability, and reliability for production environments.
Key Responsibilities
- Design, develop, train, and deploy Computer Vision and Deep Learning models for real-world business applications.
- Develop AI solutions for image and video analytics, including object detection, classification, segmentation, tracking, OCR, and related use cases.
- Build and optimize models using frameworks such as PyTorch and/or TensorFlow.
- Develop image and video processing pipelines using Python and OpenCV.
- Implement and fine-tune object detection models using YOLO, Faster R-CNN, and similar architectures.
- Develop solutions for image classification, semantic/instance segmentation, OCR, pose estimation, and facial analysis.
- Implement object tracking and video analytics using technologies such as ByteTrack and DeepSORT.
- Work with contemporary vision architectures, including Vision Transformers (ViT), Swin Transformer, SAM 2, and CLIP.
- Explore and implement Generative AI and synthetic-data techniques for computer vision model development and data augmentation.
- Integrate AI/Computer Vision models with enterprise applications, APIs, and production systems.
- Optimize model accuracy, inference performance, latency, memory utilization, and scalability.
- Prepare datasets, perform data preprocessing, augmentation, an
📌 AI Computer Vision Engineer — India Remote
🏢 RavStack
📍 India