Currently hiring for a MNC-Noida, for the role of Content Extraction
Basic Function
- Develop AI solution based on deep learning/ Neural network/ NLP/ computer vision to extract the content from the video/ images
- Develop ML based solution (both supervised/ unsupervised model) using Python
- Exploratory Data Analysis with Python/ R to understand the summary statistics, distribution of the dataset, detection of outlier / influencing observations etc.
- Prepare custom neural network architecture and train deep learning networks
- Integrate AI solutions with real-time applications and deploy them both on on-premise and cloud (AWS, Azure)
- Validate the model and fine-tuning the model on continual basis
- Perform code integration and code review both on performance and stress testing
- Ensure timely completion of assigned tasks as per the Project Plan
- Hands-on experience in un-supervised machine learning techniques and algorithms, such as various clustering algorithms, dimensionality reduction techniques
- Highlight Risk and Issues throughout the project life cycle to respective Project Manager
- Exceptional code proficiency in Python
- Expertise in OpenCV, ML/Neural networks technologies and frameworks such as Tensorflow, PyTorch, Caffe, Chainer etc.
- Deep understanding of computer vision, image processing, content extraction algorithms and mathematical underpinnings
- Hands-on experience in un-supervised machine learning techniques and algorithms, such as various clustering algorithms, dimensionality reduction techniques
- Having prior experience in content extraction from mortgage documents
- Good understanding of trends in relevant areas of AI, Computer Vision and Neural Network
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