Hello, I'm Karan Malik

A Data Scientist with a passion for Machine Learning and Deep Learning.

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About Me

I am currently pursuing my Bachelors in Technology from the University School of Information, Communication and Technology, New Delhi, with an expected graduation date of June 2022.

I have always been fascinated by numbers and data, which prompted me to explore the field of Data Science. I am a proficient programmer in Python and C++, along with experience in the fields of Data Science, Machine Learning, Deep Learning, Research, Big Data, NLP, Computer Vision and Flask WebD. Apart from maintaining a good academic record, I have been an active listener as well as a quick learner, always willing to improve from feedback. I always attempt to deliver accurate results in time while keeping in mind the intricate details that might affect my work.

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My Skills

Data Science: Analysis and Visualization

90%

Machine Learning and Deep Learning

87%

Web Development: Flask, HTML and CSS

85%

Python and C++

93%

Data Structures and Algorithms

80%

Research

85%

Big Data

60%
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My Projects

Real-Time Face Mask Detection

Implemented a real-time face mask detector made using Deep learning and Computer Vision (OpenCV) in Python. Uses webcam to capture video, and identifies people with and without face masks, with an accuracy of about 98% .

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Ted-The Deep Learning Chatbot

a Deep Learning and Natural Language Processing Chatbot capable of general conversations, Google search, weather, setting a timer and Covid-19 stats using Python and Rest APIs. Hosted using Flask WebD, HTML, CSS and Javascript.

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insert_chart

PrepData

Python library to automate and streamline the process of data cleaning and preprocessing for data science. Integrate the complete data preprocessing and model training pipeline into a single function using this library. Available on Pypi.

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local_hospital

Pneumonia Detection from X-Rays

Self-made Convolutional Neural Network (CNN), that uses chest X-ray images to detect the presence of Viral or Bacterial Pneumonia.Extremely computationally efficient, having only 77k parameters with over 96% accuracy.

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people

People Counter

Using Computer Vision and OpenCV to count the number of people entering and leaving a particular region of interest, along with hosting the video stream using Flask.

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movie

Movie Recommender

A movie recommender built using Pandas and Python, which uses movies input by user to predict similar likable movies. Hosted using Flask, HTML and CSS.

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My Resume

Education

August 2018 - Present

Bachelors of Technology, Computer Science

CGPA: 8.62

University School of Information, Communication and Technology, New Delhi
Passed 2018

Class 12th, CBSE Board

PCM with Computer Science
Percentage: 97%
School Topper in Mathematics and Physics

St. Francis De Sales School

Experience

November 2020 - February 2021

AI and Automation Intern

● Worked on analyzing Big Data, building Machine Learning models and data pipelines.
● Developed an automated Data Preprocessing Library to streamline basic data processing tasks.
● Analyzed and developed GANs for facial image generation and image super-resolution

Ernst and Young (EY), Gurugram
May 2020 - Present

Research Intern

● Conducted Research on Monte Carlo Simulations for calculation of uncertainty in physical measurements.
● Analyzed the efficiency of 3 popular Pseudorandom Number Generators for use in simulations and uncertainty measurement.
● Currently researching on and analyzing the Adaptive Monte Carlo procedure.

CSIR-National Physical Laboratory, New Delhi
July 2019 - August 2019

Data Analyst

● Mined, analyzed and visualized large volumes of client data using Python and Orange.
● Studied and implemented various Machine Learning regression, classification and clustering algorithms.

Gazelle Information Technologies Pvt. Ltd.
March 2013 - Present

Software Tester

● Software Tester for the revamp of the mobile applications and websites for Indiatimes, MensXP and iDiva.

Times Internet Limited

Positions of Responsibility

August 2019 - Present

Vice-Chairperson

IEEE Student Branch, USICT
August 2020 - Present

Machine Learning Lead

Google Developer Students Club, USICT
July 2020 - Present

General Secretary

Turing AI, Artificial Intelligence Club, USICT

Research Papers

Using Machine Learning, Image Processing & Neural Networks to Sense Bullying in K-12 Schools

Primary Author

Published in AJCT 2020 Read Paper

Comparison of Pseudorandom Number Generators and their Application for Uncertainty Estimation Using Monte Carlo Simulation

Primary Author

Published in Springer Mapan Read Paper

Contact Me

Get In Touch

My Contact Details

  • Email karanmalik2000@gmail.com
  • Phone +91 9971283901
  • Address Sector-6, Dwarka
    New Delhi, India
    110075

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