Swathy Sekar

Experience

• 

  Tata Consultancy Services

  Jun 2018 - Oct 2018

  Assistant System Engineer
• 

  Stradegi Solutions

  Nov 2018 - Jul 2019

  Java Developer
• 

  Intellect Design Arena Ltd

  Jan 2020 - now

  Design and develop solutions for improving both detection and extraction accuracy for Invoice Document Parsing System. Leveraging Deep learning architectures for computer vision and NLP Improved existing products' entity detection accuracy for ID-type documents. Leveraged Data Augmentation techniques and explored different training strategies with hyperparameters and trained an object detection model. Achieved 90% accuracy. Worked with Deep learning models for table detection in any financial documents. Developed Image Quality Enhancer(IQE) Pipeline which is capable of preprocessing financial documents of ID or Form type for accurate information extraction. Responsible for developing solutions with OpenCV for extracting information from financial (scanned or native) documents. I developed an image-preprocessing pipeline with computer vision techniques, that boosted accuracy by 5% of the information extraction accuracy. Improved product capability of information extraction from medium to bad-quality images in case of scanned documents.

  • Development Team Lead

    Jun 2023 - now

  • Consultant

    Jun 2022 - Jun 2023

  • Associate Consultant

    Jul 2021 - Jun 2022

  • Product Engineer

    Jan 2020 - Jun 2021