11 Sep
|
Stackfusion
|
Pune
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: Solid 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
📌 Deep Learning (Pune)
🏢 Stackfusion
📍 Pune