Experience

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  Ieee

  Jun 2023 - Jun 2024

  Office bearer
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  Samsung r&d institute india - bangalore

  Mar 2024 - Jan 2025

  Research intern

  Implemented and evaluated channel estimation algorithms using USRP with 5G NR Open Air Interface (OAI) compliant PHY.Applied Machine Learning techniques for performance optimization, utilizing TensorFlow and scikit-learn.Developed and tested 5G signal processing modules, focusing on real-time adaptability and accuracy.Utilized tools like GNU Radio, MATLAB, Wireshark, and SDR frameworks for simulation and analysis.Implemented anomaly detection algorithms to identify signal interference and optimize link reliability. Show less

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  Defence research and development organisation (drdo)

  May 2024 - Jul 2024

  Machine learning intern

  Developed and trained a custom Convolutional Neural Network (CNN) for aircraft classification using Inverse Synthetic Aperture Radar (ISAR) images.Implemented YOLOv10 architecture for real-time object detection and classification in ISAR-based applications.Employed OpenCV and Albumentations for advanced image preprocessing and augmentation to improve model robustness.Integrated MATLAB, ANSYS, and CAD tools for simulating ISAR imaging and generating synthetic radar datasets.Utilized PyTorch, ONNX, and OpenVINO for efficient model training and deployment across different hardware architectures. Show less

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  E-cell, iit bombay

  Jul 2024 - Dec 2024

  Campus ambassador
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  Tata institute of fundamental research

  Dec 2024 - Jan 2025

  Internship trainee