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Tanu Sharma

I am interested in solving real world problems using machine learning, computer vision and deep learning. I am currently working in the research and development department at Eigenlytics Data Solutions.

In the past few months, I have had the opportunity to work on various problems related to document images. I worked on skew correction, script recognition and curl removal from document images using image processing and deep learning methods. To find solutions, I read research papers, understand the concepts and use them for resolving our use cases. I am always excited to learn new things.

During my masters, I worked in Robotics Research Centre of IIIT-Hyderabad. I have worked on surface normal and depth prediction for building facades of outdoor city dataset. The work involves geometric formulation, deep learning and image processing. I have done digital image processing, mobile robotics and computer vision courses in my college.

I have a good understanding of camera models and camera perception and math around them. I have been working on Python for almost 4 years now. I am very comfortable with OpenCV and Pytorch. I am very interested in solving robotic vision related problems.

Projects

RoboDoctor

Your health assistant is at your fingertipsFlask, TensorFlow, PyTorch, Machine Learning, pandas, Deep Learning, Python, SQLAlchemy, Data Science, Database

Skills

Python
Matlab
PyTorch
Deep Learning
Digital Image Processing

Experience

  • Eigenlytics Data Solution - Data Scientist
    July 2021 - Present

    I am working on image processing module as part of R&D team. I remove various types of noises from the document images using IP, ML or DL techniques.
    I have worked on skew detection and removal and script recognition. I am currently working on detection and removal of warping error.
    To find best solutions, I read research papers, analyse SOTA methods, create our own algorithms and modify dataset (if required).