Ai/ml Get
5 months ago
**Pune**:
**Location**:
**Experience**:
**5-7 Years**:
**Job Profile**:
We are seeking a competent Deep Learning Engineer for our early stage start-up in Automotive technology space to design, develop and integrate computer vision algorithms for our rider safety product. Computer Vision algorithms play a pivotal role in capturing high
- end images of surroundings and mapping them accurately to produce effective alerts for the driver.
**About Your Role**:
- Develop state of the art CNN based computer vision object detectors and classifiers to detect road objects in real time
- Design and develop data ingestion, annotation and model training pipelines to handle Tera/Peta bytes of video data and images
- Build model visualizations, perform hyperparameter tuning and take data driven decisions to improve model performance
- Optimize models for inference times and run on low power embedded IoT ARM CPUs
- Build CI/CD tests for evaluating hundreds of models on the test set
- BS or MS in Computer Science, Engineering from premiere educational institutes
- Experience in building Deep Learning based object detectors for Computer Vision Applications
- Very good understanding of most popular CNN architectures like AlexNet, Google Lenet, MobileNet, Darknet, YOLO, SSD, Resnet
- Hands on experience in libraries and frameworks like Caffe, Tensorflow, Keras,
- PyTorch, OpenCV, ARM Compute Library, OpenCL
- Good understanding of Transfer Learning, and training models with limited data
- Strong programming skills in Modern C++14 or above, Python with good grasp on data structures and algorithms
- Good understanding of working with small embedded computers, hardware peripherals
- Basic knowledge of Docker Containers and Linux flavoured operating systems
**Stand out from the crowd**:
- Prior product development experience of working with an early stage startup
- Production grade experience of deploying scalable ML models for Android/IOS
- Notable Open Source contributions or coding Hackathon titles
- Love for Raspberry Pi and ARM CPUs
- Keen interest in Autonomous Driving
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