Suraj V.
Research Engineer (Master's Thesis)
Experience
Oct 2024 - Mar 2025
6 monthsEfringen-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 monthsSurat, 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
AdvancedGerman
IntermediateEducation
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
Need a freelancer? Find your match in seconds.
Try FRATCH GPT More actions
Similar Freelancers
Discover other experts with similar qualifications and experience
- English
- Deutsch
2025 © FRATCH.IO GmbH. All rights reserved.