07 Aug
|
Mantras2Success Consultants
|
Rajkot
07 Aug
Mantras2Success Consultants
Rajkot
Computer Vision Engineer
Job Description:
This role focuses on building and deploying real-world computer vision systems, combining deep learning, image processing, and scalable software to power intelligent visual applications.
Key Responsibilities
- Develop and deploy computer vision models for tasks such as object detection, segmentation, and tracking.
- Work with image and video datasets, including preprocessing, annotation, and augmentation.
- Implement solutions using Python-based frameworks such as OpenCV, PyTorch, and TensorFlow.
- Optimize models for real-time inference and performance.
- Integrate vision models into production systems and APIs.
- Work on edge deployments and leverage GPU acceleration.
- Build and deploy pipelines using NVIDIA DeepStream SDK. (Preferred)
- Collaborate with cross-functional teams including backend, hardware, and AI teams.
- Debug, test, and continuously improve model accuracy and robustness.
- Stay updated with the latest advancements in AI and computer vision.
Requirements
- Bachelor's degree in Computer Science, Software Engineering, Information Technology, or related field.
- 0-2 years of experience in software development (internships/projects will be considered).
- Robust understanding of computer vision fundamentals, image processing techniques,
and deep learning concepts (CNNs, YOLO, etc.).
- Hands-on experience with Python libraries such as OpenCV and NumPy.
- Experience with deep learning frameworks like PyTorch or TensorFlow.
- Understanding of model training, evaluation, and optimization.
- Experience handling large datasets and annotation workflows.
- Basic familiarity with Linux environments.
- Strong problem-solving and debugging skills.
Preferred
- Experience with NVIDIA DeepStream SDK.
- Familiarity with GStreamer pipelines and CUDA / GPU optimization.
- Experience working with Docker.
- Exposure to REST APIs or frameworks like FastAPI.
- Experience with edge AI deployments (e.g., Jetson devices).
- Familiarity with MLOps practices or model deployment pipelines.
What we Offer
- Exposure to real-world machine learning product development.
- Work directly with the Co-founder and Senior Developer on high-impact projects.
- Exposure to multimodal, real-world AI problems that go beyond typical datasets.
- Fast-paced environment with room for innovation, autonomy, and career growth.
Key Skills :
- Computer Vision
- Pytorch
- Tensorflow
- Nvidia
- Gpu Accelration
- Cuda
- Gstreamer
📌 Computer Vision Engineer (Rajkot)
🏢 Mantras2Success Consultants
📍 Rajkot