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Sourav RaiSR

Sourav Rai

Data Science

€125/day
Paris, FR
0-2 years

Average response time: 1 hour

About Sourav

In my current role as a Data Scientist at SitInCloud, I've spearheaded advancements in cyber threat detection, focusing on ransomware and potential intrusions, leveraging autoencoders and a hybrid method combining static and dynamic code analysis. My internships at SitInCloud and ESILV involved implementing and improving ransomware detection algorithms using deep learning techniques. At IRIF (CNRS and University of Paris Cité), I researched pruning for deep neural networks, creating optimizers for models like ResNet and WideResNet on CIFAR and ImageNet datasets. Additionally, I worked on quantization for deep learning at NXP Semiconductors and Inria, enabling high-performance models on embedded chips. For CEPAM, I built a feature-based SVM model for classifying 3D model datasets of prehistoric shells. My MSc in Data Science and AI from the University of Cote d’Azur provided me with a strong foundation in advanced deep learning, Bayesian learning, and optimization model-based statistical learning.
  • English

    Native or bilingual

  • French

    Conversational

  • Hindi

    Native or bilingual

Can work on-site
Paris (up to 50km)

Experience

  • SitInCloud
    Data Scientist
    January 2024 - Today (2 years and 5 months)
    Paris, France
  • SitInCloud
    Research Internship
    April 2023 - October 2023 (6 months)
    Paris, France
    We are trying to develop machine learning models capable of accurately detecting Ransomwares in collaboration with ESILV.
  • IRIF (Institut de Recherche en Informatique Fondamentale)
    Research Internship
    April 2022 - August 2022 (4 months)
    Paris, France
    Research Topic : A Principled Investigation of Pruning for Deep Neural Networks Under the supervision of Dr. Adrian Vladu Created an out-of-the-box optimizer for pruning deep neural networks Experimented on Adversarial training and pruning

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Education

  • Master of Science
    Université Côte d'Azur
    2023
    Master of Science - MS, Data Science and Artificial Intelligence
  • Bachelor of Technology
    KRISHNA INSTITUTE OF ENGINEERING AND TECHNOLOGY, GHAZIABAD
    2020
    Bachelor of Technology - BTech, Information Technology

Skill set (12)

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