Mudit Yadav

Research Intern - Machine Learning

IISER•  May 2024 - July 2024•  Remote

– Collaborated on an International Physics Research project under CERN with a team of physicists to integrate machine learning techniques, enhancing research processes and outcomes. – Developed an extensive Python framework to replicate particle collisions and plot trajectories, streamlining data collection and reducing workload. – Developed neural networks to support various research aspects, achieving accuracy scores of 98%. – Currently working on creating a core neural network to achieve a significant breakthrough and complete the research.

Data Engineer

Cosmic Ray Laboratory•  December 2023 - January 2024•  Ooty, Tamil Nadu

Data Science Intern : Developed C program for data decoding and storage: Processed hexadecimal data file from the GRAPES-3 experiment, converting and storing information in a user-friendly histogram format. – Built C++ program using CERN ROOT framework: Designed and coded a program to decode, identify, and analyze data generated by scintillators. – Event data processing: Extracted key information including event type, time (year, day, nanosecond precision), and both unamplified and amplified ADC/TDC data. – Data storage and analysis: Employed CERN ROOT’s TTree structure for efficient data storage and facilitated further analysis using the framework’s functionalities.