Data Scientist | Astrophysicist

CV (en / fr) | Email | LinkedIn | Phone: +33(0)783235990

• Programming : Python, Fortran 90, C, SQL, MongoDB
• Libraries : OpenCV, Pillow, numpy, scipy, matplotlib, pandas, PyTorch, scikit-learn, sqlalchemy, tensorflow, seaborn, CamemBERT, BERTopic
• Communication : English (C2), French (B1)
• Database Management : Microsoft SQL Server
• Visualisation : PowerBI, Tableau

Professional Experience

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• Data Scientist @ Observatoire Astronomique de Strasbourg
  (Feb 2024 - July 2024)
  Main tools : Python(numpy, scipy, matplotlib, scikit-learn, healpy), DisPerSE
  Operating System : Linux
  

  This work, supervised by Dr. Pierre Ocvirk and Dr. Katarina Kraljic finally culminated into my master’s thesis, which I had the privilege to present in front of world renowened astrophysicists and cosmologists. A brief summary of this experience is presented here.

• Computational Physicist @ PMMH-ESPCI, Paris
  (Apr 2023 - July 2023)
  Main tools : Python, Fortran 90
  Operating System : Linux
  

  Wrote a FORTRAN 90 program to carry out linear stability analysis in a rectangular domain of the Boussinesq equations governing Rayleigh-Bénard convection. It was supervised by Dr. Laurette Tuckerman

• Data Scientist @ Indian Institute of Astrophysics
  (May 2021 - July 2021)
  Main tools : Python, MS Excel
  Operating System : Linux
  

  Conducted data analysis for astrophysical research, focusing on stellar evolution. It was supervised by Dr. C. Muthumariappan

Projects

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Machine Learning & Artificial Intelligence

Computer Vision

• Detecting DeepFake Videos with CNN-LSTM (see)
  
• Satellite Image Segmentation with U-Net (see)
  

Natural Language Processing

• Topic Modeling of French News with BERTopic (see)
  
• Hate Speech Detection on Twitter (see)
  

Unsupervised Learning

• Customer Segmentation using KMeans clustering (see)
  

Classical ML

• Laptop Price Prediction using Random Forest Regressors (see)
  

Astrophysics

• Numerical Simulations of Galaxy-Black Hole collisions (see)
• Building a multi-order-coverage library in Python (see)
• Astronomical Database Management Project with MySQL (see)

🎓 Education

Years	Education	Institution
2023–2024	M2: Astrophysics & Data Science	University of Strasbourg
2022–2023	M1: Paris Physics Master	Université Paris Cité
2019–2022	B.Sc. in Physics	Tezpur University

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This website is still under construction. But feel free to explore the repositories linked above. I am in the process of creating interactive webpages for most of my projects. Don’t hesitate to reach out if you have questions or collaboration ideas!