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Shashank Jain

Machine Learning Engineer

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About Me

I am Shashank, Machine Learning Engineer and a Data Science Enthusiast interested in the world where we can do pretty much anything with the data from analysis to the future prediction for that I have been learning and working in this field for about 3 years to find myself more comfortable in this expanding field and can keep my models production-ready.
I am an Open Source Enthusiast. I love to work for open source organizations and building the community with developers so that we can use the libraries more efficiently. As a part of my interest, I have been part of many organizations and made their code more bug-free so that anyone can use their code more freely.

My aim is to make this world a free place where everyone will be enthusiastic to learn and I aim to build a society where the money is not everything I want everyone to be happy not from the stress but from the power they have.

Experience

Google Summer Of Code 2020

BioGears

Contributing to BioGears Open Source Organization I have analyzed the structure of BioGears and after analyzing the structure my task is to port all of the functionality from Java to Python in order to increase the plotting capability and to improve the accessibility of the mechanism.
My responsibilities are:-

1. To create the website based documentation using Doxygen and CMake and replicate the same code using Python that has been done using java.

2. To plot certain Physiological graphs using Python for better visualization, I have used Matplotlib and pandas to visualize and create the plottings from the data given to me.

Mind Mapperz Innovation Pvt Ltd

Machine Learning Technical Executive Intern

My task is to create an Attendance Management System using Computer Vision. I have created such a robust system which with the help of Computer Vision can directly map the presence of students into the system. And thereby with the help of marking just the student needs to show his face and the system automatically recognizes the student and directly marks his presence on the management sheet.

DELL EMC

Data Science And Analytics Trainee

Industry—based training and hands-on experience in Data Science and Machine Learning Technology and thereby learnt about how to analyze data through plots. There I have visualized various datasets and on the basis of those datasets gathered the insights from the dataset and plotted in the graph.

Education

Guru Gobind Singh Indraprastha University

June 2016 - August 2020

Bachelor of Technoloy in Computer Science

CGPA-8.8

DAV Public School, Ashok Vihar

Projects

Divyaang

This project aims to create a system for deaf and dumb people from which their hand gestures can be recognized by anyone. This project uses Deep Learning technology named as Convolution Neural Network by which I have first trained my model on a custom dataset that I have created by myself which aims to extract features from it and then uses a recommendation system to recommend particular words to the person on the basis of recognized character.

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Emotion Recognition Using Computer Vision

This project involves the detection of 7 types of emotions of the person using a camera with the help of Computer Vision and Deep Learning. In this, I have used CNN technology to identify the emotions of the person and used it to analyze whether the person is happy or not while studying in order to know the concentration of the student.

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Personality Identifier

I have created a Personality identifier system using NLP by analyzing the texts of person we can identify the emotions of the person in this project I have count vectorizer and Bag Of words model to extract text and for contextual analysis of the person and then be able to identify emotions of the person when they chat.

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Accident Prevention System

Prevention of accidents using Deep Learning and Computer Vision By tracking distance between two cars. In this approach I have first detected the cars using YOLO object detection then after detection of cars, I have calculated the distance between two and then if they hit a certain distance alarm will ring immediately.

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Skills

  • Python
  • JavaScript
  • Node.js
  • C
  • C++
  • Machine learning
  • Deep Learning
  • Computer Vision
  • Natural Language Processing

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