Adsys | Hiring | Machine Learning | Work From Home | BigDataKB.com | 5 oct 2022

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Job Location: Work From Home

As our ML intern, you’ll design, architect, build and maintain several machine learning models which are mainly based on computer vision and image processing.

Selected intern’s day-to-day responsibilities include:

1. Designing, architecting, and developing high-quality deep learning models and algorithms for object detection and segmentation problems.
2. Reading, understanding, implementing, and experimenting upon new research papers
3. Developing ML solutions for described use cases, revolving around image processing, image segmentation, and object detection
4. Working with state-of-the-art technologies while developing a plethora of ML driven products
5. Working in close collaboration with backend, dev-ops and product teams

Requirements:
1. Experience with machine learning frameworks such as PyTorch or TensorFlow, being proficient in Python
2. Sound understanding of deep learning, computer vision and image processing, having a strong mathematical background in linear algebra, probability, and calculus
3. Experience working with deep models
4. Clear conceptual understanding of training methodologies for deep learning
5. Should be aware of how and why various preprocessing, training, evaluation methods are used.
4. Understanding of feature selection/extraction, ensembling, bias-variance trade off, evaluation metrics




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