About

Learn more about me

CSE MTech AI/ML @ IITGN

I am a Computer Science and Engineering student pursuing my M.Tech in computer science, specialising in Artificial Intelligence and Machine Learning at IIT Gandhinagar under the supervision of Prof. Shanmuganathan Raman. I completed my B.Tech in CSE from the North Eastern Regional Institute of Science and Technology (NERIST) in 2023.

  • Birthday: 12 November 2001
  • Age:
  • Phone: +91-7641824737
  • Freelance: Unavailable

I practice and work on my coding skills in hakerrank whenever I get a chance. I also try to learn making websites and android applications or applications that can run on different platforms when I get free time to waste. I mostly keep myself engaged in the acedemic works because of which I haven't learn a lot of new things yet.

CSE BTech @ NERIST

I started studying electronics and communication at the North Eastern Regional Institute of Science and Technology in 2017 after completing class 10 in the Base Module. Then, due to good grades, I could switch my branch to computer science after the second year. I took that opportunity and started studying for the B.Tech degree in Computer Science in 2019. I will finish my B.Tech in around May of 2023.

  • Degree: B.Tech in Computer Science
  • City: Itanagar, Arunachal Pradesh

Projects

Skills

Python 85%
C++ 80%
HTML 55%
Javascript55%
SQL 40%
PHP 30%
Java 20%
Photoshop 40%

Resume

Check My Resume

Sumary

Preyum Kumar

Highly skilled and motivated Web Developer with a strong background in Artificial Intelligence and Machine Learning. Proficient in designing and developing user-friendly websites and applications. Experienced in working with various programming languages and frameworks, including HTML, CSS, JavaScript, Python, and more. Adept at problem-solving and implementing innovative solutions to enhance user experience. Strong communication and teamwork skills, with a proven track record of successfully managing projects from conception to completion.

  • IIT Gandhinagar, Gujarat, India
  • +91-7641824737
  • preyumkrsingh@gmail.com

Education

Master of Computer Science & Engineering

2023 - Present

Indian Institute of Technology, Gandhinagar, Gujarat

CPI: 8.14

Bachelor of Computer Science & Engineering

2019 - 2023

North Eastern Regional Institute of Science & Technology, Nirjuli, Arunachal Pradesh

CPI: 9.43

Technical Skills

Programming Languages

Python, C++, C, JavaScript, PHP, SQL, Java

Database Management

MongoDB, MySQL

AI/ML Libraries

PyTorch, Scikit-Learn, NumPy, Matplotlib, OpenCV, Hugging Face Transformers

Internships

Research Associate at Computer Vision, Imaging and Graphics (CVIG) Lab

Jun '23 - Present

Under Prof. Dr. Shanmuganathan Raman, IITGN

  • Contributing to Computer Vision related research as a key member in the CVIG Lab.
  • Working on advanced methods of point cloud completion using unsupervised learning.

Research Intern at Tata Consultancy Sercices

May '24 - Jul '24

Deployment of Domain Solutions for Various Business Functions
Under Asst. Consultant Rahul Hardikar, TCS

  • Learned about various algorithms for Recommender Systems, their training and development.
  • Responsible for evaluating multiple recommender system algorithms in various ways.

Research Intern at Tripura University

Jun '22 - Jul '22

Detection of Lung Cancer using Deep Learning
Under Prof. Swanirbhar Majumder, Tripura University

  • Got to know about the CUDA Toolkit and usage of GPUs in Neural Network Training.
  • Learned about various CNN models such as VGG16/19, RESNET50, Mobile-Net etc.
  • Responsible for running various CNN models on lung cancer data and collecting test results.
  • Got the research work published as a book chapter named " Applied AI" having DOI: 10.1201/9781003324430-8.

Projects

Human Activity Recognition Model

Jan '24 - Feb '24

Under Asst. Prof. Nipun Batra, IITGN

  • Performed PCA and used TSFEL analysis on the UCI HAR dataset.
  • Trained a Decision tree model on the processed data features obtained from PCA and TSFEL.
  • Collected real world HAR data and used the trained model to predict the activity.

Face Detection based Attendance System

Jan '23 - May '23

Under Asst. Prof. Pradeep Kamboj, NERIST

  • Learned about the pros and cons of Haar-cascade and LBPH methods.
  • Contributed by creating the GUI of the Project on Tkinter and writing the code for the backend.
  • It was able to store students' pictures, recognize them and mark a csv file with their attendance.

Anweshan Project for A.P.P

Jun '22 - Sep '22

Under Rahul Gupta IPS, Arunachal Pradesh

  • Helped create a online FIR registration and management website for Arunachal Pradesh Police.
  • Worked on the backend of the site and its integration on the frontend with my team using MongoDB and ExpressJS.
  • Learned routing of pages in rendered pages of ExpressJS.
  • Used the MERN stack and learned about CRUD applications in JS.

Positions Of Responsibility

Teaching Assistant, Computing

Aug '24 - Dec '24

  • TA for 400+ students from bachelors as well as masters.
  • Helped the Professors prepare questions and test cases for the lab exams. Also during later evaluations.

Teaching Assistant, Probability & Stats

Jan '24 - Apr '24

  • TA for 150+ students and evaluated assignments, exams, took viva, and gave them feedback..

Group Leader in NSS, NERIST

National Service Scheme

Jul '21 - Apr '23

  • Managed the events organised by NSS along with other group leaders.

Pub. & Branding In-charge, SHRISTI'22

Technical Festival, NERIST

Mar '23 - Apr '23

  • Coordinated with the Media creators to create high-quality trailers and countdown videos for the event.
  • Maintained the event's Instagram, Facebook and YouTube channel for its promotion.

Drama Club In-charge, SONABYSS'21

Cultural Festival, NERIST

Apr '22 - May '22

  • Managed three events hosted by the club and coordinated with the members in acquiring materials and locations for the events.
  • Helped participants by solving their queries and needs.

Portfolio

My Works (Not Updated Yet)

  • All
  • AI/ML
  • Computer Vision
  • NLP
  • WebDev

Human Activity Recognition Model

ML Model

CV 1

App

Web 3

Web

App 2

App

Contact

Contact Me

My Address

Emiet Hostel, E-368
Indian Institute of Technology
Gandhinagar, Palaj Campus, Gujarat
Pin: 382355

Social Profiles

Email Me

preyumkrsingh@gmail.com

preyum2001@hotmail.com

preyum.kumar@iitgn.ac.in

117127@nerist.ac.in

Call Me

+91-7641824737

+91-7248924737