SWETA KUMARI

B.Tech Student | Aspiring Data Scientist & Machine Learning Engineer

LinkedIn | GitHub

About

Highly motivated B.Tech student in Electrical Engineering with a robust foundation in Machine Learning, Data Science, and Full-Stack Development, demonstrated through an AI Garage internship at Mastercard and impactful projects. Proven ability to design and deploy scalable ML systems, develop responsive web applications, and leverage advanced data analysis techniques to drive tangible results. Eager to apply a blend of technical expertise, problem-solving skills, and a track record of competitive excellence to innovative roles in technology.

Work Experience

Data Science Intern

Mastercard AI Garage

May 2025 - Jul 2025

Bengaluru, Karnataka, IN

Led the development of a knowledge distillation pipeline and state-of-the-art GNN architectures, enhancing model performance and reliability for scalable ML deployments.

  • Built a knowledge distillation pipeline, transferring teacher Graph Neural Networks (GNNs) to student Multi-Layer Perceptrons (MLPs) for lightweight, scalable model deployment.
  • Designed and rigorously tested GNN architectures with advanced calibration techniques, ensuring robust transferability and readiness for real-world deployment.
  • Developed a state-of-the-art framework that significantly outperformed existing calibration methods in both performance and reliability metrics.
  • Contributed to patent-pending work and a research paper targeted for ACM CODS-COMAD 2025 submission, showcasing cutting-edge research impact.

Education

Electrical Engineering

Indian Institute of Technology (BHU), Varanasi

CGPA: 8.44 (till 6th Sem)

Aug 2022 - May 2026

Varanasi, Uttar Pradesh, IN

CBSE (XII)

Delhi Public School, Dhanbad

Percentage: 91.80%

Apr 2019 - Mar 2021

Dhanbad, Jharkhand, IN

ICSE (X)

De Nobili School, C.M.R.I., Dhanbad

Percentage: 94%

Apr 2007 - Mar 2019

Dhanbad, Jharkhand, IN

Projects

Vascular Dementia and Alzheimer Detection System

Jan 2025 - Dec 2025

An end-to-end Machine Learning system developed to classify Alzheimer's vs. Vascular Dementia from 12,000+ DICOM MRI scans, under academic and medical guidance.

MediPal - Health Consultation Platform

Feb 2024 - Mar 2024

A responsive Next.js based health consultation web application developed for HackOverflow, Prastuti’24, IIT BHU, facilitating remote medical services.

Gurgaon Real Estate Analysis Website

Jan 2024 - Feb 2024

A real estate system designed to provide accurate property price prediction and data-driven insights for the city of Gurgaon.

Awards

HackOverflow Winner (Prastuti'24)

Prastuti'24, IIT(BHU)

Mar 2024

Achieved first place in HackOverflow, a week-long development hackathon organized by Prastuti'24 at IIT(BHU), showcasing exceptional development and problem-solving skills.

LinkedIn Coachin Mentee '24

LinkedIn

Jan 2024

Selected among the top 70 students nationwide for the LinkedIn Coachin program, highlighting strong leadership potential and career aptitude.

Codeforces Specialist

Codeforces

Dec 2023

Achieved a specialist rating of 1455 and successfully solved over 700 problems across various competitive programming platforms, demonstrating advanced problem-solving skills.

InterIIT Cult Meet 7.0 Gold Medalist (Culinary)

InterIIT Cult Meet

Nov 2023

Awarded a Gold Medal in a relay culinary competition at the InterIIT Cult Meet 7.0, competing with all 23 IITs and demonstrating teamwork and skill.

HacktoberFest '23 Open Source Contributor

DigitalOcean

Oct 2023

Successfully completed contributions to open-source projects during HacktoberFest'23, earning recognition and prizes for active participation.

Google Student Upskilling Launchpad Mentee

Google

Oct 2023

Selected for Google's prestigious tech upskilling program, recognizing high potential in technical development and leadership.

Microsoft Campus Connect Program - Top 100 Global Student

Microsoft

Aug 2023

Recognized among the top 100 students globally in the Microsoft Campus Connect Program, demonstrating exceptional technical aptitude and leadership.

Languages

English , Hindi

Skills

Programming Languages

  • Python
  • C
  • C++
  • JavaScript
  • TypeScript
  • HTML
  • CSS
  • SQL
  • Object Oriented Programming (OOPS)

Machine Learning & Data Science

  • TensorFlow
  • PyTorch
  • Sklearn
  • Numpy
  • Pandas
  • Matplotlib
  • Graph Neural Networks (GNNs)
  • Knowledge Distillation
  • Image Preprocessing
  • Data Structures and Algorithms
  • Data Analysis

Web Development

  • React
  • Next.js
  • Node.js
  • Material UI
  • MongoDB
  • Streamlit
  • REST API
  • Authentication
  • Full-Stack Development

Tools & Platforms

  • PyCharm
  • DICOM
  • Pydicom
  • GitHub
  • Streamlit Community Cloud