Shiksha Sopan - IIT Kanpur

Computer vision Scientist at Checko

Hyderabad, TS, IN

about 1 month ago
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Summary

Responsibilities

  • Own the design, development, testing, deployment, and craftsmanship of the team’s infrastructure and systems capable of handling massive amounts of requests with high reliability and scalability
  • Leverage the deep and broad technical expertise to mentor engineers and provide leadership on resolving complex technology issues
  • Entrepreneurial and out-of-box thinking essential for a technology startup
  • Guide the team for unit-test code for robustness, including edge cases, usability, and general reliability

Requirements

  • In-depth understanding of image processing algorithms, pattern recognition methods, and rule-based classifiers
  • Experience in feature extraction, object recognition and tracking, image registration, noise reduction, image calibration, and correction
  • Ability to understand, optimize and debug imaging algorithms
  • Understating and experience in openCV library
  • Fundamental understanding of mathematical techniques involved in ML and DL schemas (Instance-based methods, Boosting methods, PGM, Neural Networks etc.)
  • Thorough understanding of state-of-the-art DL concepts (Sequence modeling, Attention, Convolution etc.) along with knack to imagine new schemas that work for the given data.
  • Understanding of engineering principles and a clear understanding of data structures and algorithms
  • Experience in writing production level codes using either C++ or Java
  • Experience with technologies/libraries such as python pandas, numpy, scipy
  • Experience with tensorflow and scikit.

Skills:- C++, Java, Algorithms, Data Structures, Performance Evaluation, Debugging, Data Science and Computer Vision

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