Samsung Freshers Off Campus Drive 2022 | ML Engineer | Bangalore
Samsung Off Campus Drive 2022: Samsung Networks is an innovation powerhouse that has made remarkable contributions to the advancement of mobile communications. We have worked tirelessly to unleash the full power of 2G, 3G, 4G, and 5G, and achieved numerous world’s 1st milestones during this process. We are now focusing our efforts on 5G research and development.
Company Name: Samsung Network Business
Company Website: Samsung
Job Role: ML Engineer
Experience: Freshers
Salary: ₹14,00,000 – Glassdoor
Degree Required: BE/B.Tech/Any Degree
Passout Batch: 2022/2021/2020
Work Location: Phoenix Building, Bangalore, India
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Position Summary
- Explore areas to apply machine learning technology, develop measures on collecting data used for model learning and evaluation and collect data.
- Develop data pre-processing and feature extraction algorithms and modeling/pattern recognition algorithm by reflecting data characteristics.
- Perform to optimize data analysis software, develop performance evaluation measures and evaluate.
Role and Responsibilities
- Deep Learning in CV domain as part of STRIDE (OCR Engine) Project
- On Device text detection and extraction, end to end OCR engine
- Advanced Python Programming and H ands on experience in DL Model design and training
- Hands on development of DL models using Tensorflow/Keras. Knowledge of Pytorch is an added advantage
- Experience in Image Processing using OpenCV
- Experiment and suggest various metrics, optimizers, loss functions for a ML model suitable to the task at hand
- Analysing the errors/failure cases of the model and designing strategies to overcome them
- Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
- Working with large scale and real world datasets
- Model pruning, compression and optimization techniques and Experience on mobile deployment of AI models
- Thirst for innovation, aware of latest research in CV domain, Curious to come up with novel/differential solutions (Enhance User experience, Improve performance, etc.)
Skills and Qualifications
- Knack to learn Cutting edge Computer Vision and use of Deep Learning models.
- Image processing
- Vision based DL models understanding and keen to learn about SOTA architectures and implement them
- On device understanding of ML Model
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