Samuel
Moses.

Student of IIT Madras

Interests in AI, Web Development and Distributed systems

Work

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Document Layout Segmentation with DL

Developed and trained a UNET based architecture to find different sections of a complex magazine layout. It has a good mean IOU of 74

Github
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Distributed Crawler

Project with Professor

  • Configuring and setting up crawler
  • Doing analytics on crawled domains
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E-Auction Website

Website created as part of EDX homework
Using Django and SqLite, created an e-auction website where people can sell and bid on items

Github
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CPU cache Simulator

Simulating different cache policies like random, LRU, PseudoLRU using C++

Github
Cornernet Text Detection

Coded Cornernet for text detection. It detects objects as a pair of keypoints
Based on Cornernet Code

Github
Rock vs Classical classifier

Simple classifier to distinguish audio between rock and classical

Github

Positions of Responsibility

Coordinator at CVI club (2020-2021)
  • Made UNET and Cornernet projects as a part of NLP+OCR project
  • Prepared teaching materials for the club

Skills

Skills used in projects
  • C++
  • Python
  • Pytorch
  • Machine Learning
  • OpenCV
  • Sklearn
  • Django
  • Flask
  • JavaScript
  • Selenium
  • React