Suraj V.

Research Engineer (Master's Thesis)

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Würzburg, Germany

Experience

Oct 2024 - Mar 2025
6 months
Efringen-Kirchen, Germany

Research Engineer (Master's Thesis)

Fraunhofer Institute for Short-Term Dynamics, EMI

  • Master's thesis titled "Determining socio-economic resilience to flood events using machine learning" as part of the HERAKLION project. Predicted economic damage after floods based on a dataset of 269 samples and 182 features.
  • Developed and compared XGBoost, SVR, and KNN using Python, scikit-learn, Pandas, and GeoPandas.
  • Achieved a 15–20% accuracy improvement with XGBoost; assessed model instability and the impact of data distribution.
  • Identified key data issues like high target variability and weak correlations; studied the effect of K-Means clustering.
Jul 2019 - Feb 2023
3 years 8 months
Surat, India

Financial Data Analyst and Accountant

Assest Aims Consultant Private Limited

  • Analyzed and optimized cost reports using Power BI, SQL, and Excel, achieving 15% cost savings.
  • Created clear dashboards to support informed business decisions.
  • Developed strong skills in data preparation, analysis, and visualization.

Summary

AI expert combining theoretical knowledge with practical experience.

Advanced ML research at the Fraunhofer Institute improved models for predicting flood damage. Skilled in Python, TensorFlow, OpenCV, Docker, and agent-based AI. Experience in financial data analysis, data pipeline optimization, and deploying scalable AI solutions. Strong problem solver with a passion for delivering impactful, end-to-end AI projects.

Languages

English
Advanced
German
Intermediate

Education

Mar 2023 - Jul 2025

Würzburg-Schweinfurt University of Applied Sciences

Master of Science in Artificial Intelligence · Artificial Intelligence · Würzburg, Germany

Jul 2017 - Apr 2019

Veer Narmad South Gujarat University

Master of Science in Mathematics · Mathematics · Surat, India

Jul 2014 - Apr 2017

P G Science College

Bachelor of Science in Mathematics · Mathematics · Bardoli, India

Certifications & licenses

Blockchain Applications for Business

Otto-Friedrich University of Bamberg

Programming in C++

Deggendorf University of Applied Sciences

Machine Learning for Engineers

FAU Erlangen-Nuremberg

Scientific Writing

Ludwig Maximilian University of Munich

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