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
Bengaluru, Karnataka, India
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Summary
Led the development of a knowledge distillation pipeline and state-of-the-art GNN architectures, enhancing model performance and reliability for scalable ML deployments.
Highlights
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
Awards
HackOverflow Winner (Prastuti'24)
Awarded By
Prastuti'24, IIT(BHU)
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
Awarded By
Selected among the top 70 students nationwide for the LinkedIn Coachin program, highlighting strong leadership potential and career aptitude.
Codeforces Specialist
Awarded By
Codeforces
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)
Awarded By
InterIIT Cult Meet
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
Awarded By
DigitalOcean
Successfully completed contributions to open-source projects during HacktoberFest'23, earning recognition and prizes for active participation.
Google Student Upskilling Launchpad Mentee
Awarded By
Selected for Google's prestigious tech upskilling program, recognizing high potential in technical development and leadership.
Microsoft Campus Connect Program - Top 100 Global Student
Awarded By
Microsoft
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.