Job Description:
• Develop a learning model for high-accuracy extraction and validation of documents
• Work with state-of-the-art language modeling approaches such as BERT, LayoutLM combining all three AI streams – NLP, computer vision, and machine learning
• Either of the following Deep learning frameworks – PyTorch or Tensorflow
• Ability to evaluate competing Neural Network architectures such as Graph Neural Networks, Transformer Networks, etc.
• Hands-on experience with
• Python
• Machine Learning
• Deep Learning (desirable)
• Python used for analytics applications including data pre-processing, EDA, statistical analysis, machine learning model performance evaluation and benchmarking
• Good scripting and programming skills to integrate with other external applications
• End to End development of a Deep Learning based model covering model selection, data preparation, training, hyper-parameter optimization, evaluation, and performance reporting
Key Skills:
• Python
• AI – Machine Learning, NLP, computer vision, LayoutLM, Neural Networks
• Framework – Pytorch, Tensorflow
Years of Exp. 3-4 Yrs
