Deep Learning
3 weeks ago
Deep Learning & AI
Position : Deep Learning and AI
Responsibilities :
Develop ML models for vision intelligence : Create machine learning models that can analyze and interpret visual data.
Improve existing ML layers and modules : Enhance the current machine learning components to improve performance.
Build data pipelines : Develop systems to collect, process, and store data, requiring backend programming knowledge in Python.
Build frontend and backend applications : Create web applications needed for deploying deep learning applications.
Train models using Adversarial networks : Use techniques like GANs (Generative Adversarial Networks) to train models.
Optimize inferencing software : Improve the software that interprets the trained models to run more efficiently.
Work on video pipelines and manipulate frames using OpenCV : Handle video processing and manipulation tasks.
Design Gstreamer pipelines and work with Deepstream : Develop video processing pipelines using Gstreamer and NVIDIA's Deepstream.
Handle Cloud server programming : Manage cloud-based servers for training and inferencing machine learning models.
Requirements :
Experience with ML frameworks : Practical experience with machine learning frameworks like TensorFlow, PyTorch, etc.
C++ programming skills : Strong knowledge of C++ programming, specifically concepts like pointers, maps, vectors, etc.
Backend/frontend development skills : Candidates with excellent skills in backend/frontend development will be considered even if they have no prior ML/AI experience.
Preferred experience : Candidates with practical experience in deep learning and developing full-stack web applications are preferred.
Skills Required :
- OpenCV
- Python
- Machine Learning
- C Programming
- C++ Programming
- Deep Learning
- Gstreamer
- MQTT
- Kafka
Job Type : Payroll
Must have Skills :
- TensorFlow - 1 Years Intermediate
- C++ - 1 Years Intermediate
- Message Queuing Telemetry Transport - MQTT - 1 Years Intermediate
- Apache-Kafka - 1 Years Intermediate
- Deep Learning - 1 Years
- OpenGL - 1 Years
- Linux - 1 Years
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