Suraj Varma-Research Engineer (Master's Thesis)
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Experience
Research Engineer (Master's Thesis)
Fraunhofer Institute for High-Speed Dynamics, EMI
- Master's thesis titled "Determining Socioeconomic 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 with 182 features.
- Developed and compared XGBoost, SVR, and KNN using Python, scikit-learn, Pandas, and GeoPandas.
- Achieved a 15–20% improvement in accuracy with XGBoost; evaluated model instability and data distribution effects.
- Identified key data issues like high target variability and weak correlations; investigated the impact of K-Means clustering.
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.
- Designed intuitive dashboards to support data-driven business decisions.
- Developed strong skills in data preparation, analysis, and visualization.
Industry Experience
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Experienced in Professional Services and Government and Administration.
Business Area Experience
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Experienced in Business Intelligence, Finance, and Research and Development.
Summary
AI expert with a dual master's in AI and mathematics, 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, optimizing data pipelines, and deploying scalable AI solutions. Strong problem solver passionate about delivering impactful, end-to-end AI projects.
Skills
- Programming & Tools: Python, C++, Sql, Jupyter, Colab, Ms Powerpoint, Git, Github, N8n, Make, Zapier
- Frameworks & Libraries: Opencv, Tensorflow, Pytorch, Mediapipe, Deep Sort, Langchain, Numpy, Pandas, Matplotlib, Pydantic
- Annotation & Data Processing: Labelimg, Label Studio, Roboflow, Ms Excel
- Deployment & Apis: Docker, Linux, Aws, Ci/Cd Pipeline, Heroku, Flask, Fastapi, Streamlit, Mlflow
- Soft Skills: Analytical Thinking, Problem Solving, Communication, Adaptability, Attention To Detail
Languages
Education
Würzburg-Schweinfurt University of Applied Sciences
Master of Science · Artificial Intelligence · Würzburg, Germany
Veer Narmad South Gujarat University
Master of Science · Mathematics · Surat, India
P G Science College
Bachelor of Science · Mathematics · Bardoli, India
Certifications & licenses
Blockchain Applications for Business
Otto-Friedrich University of Bamberg, Germany
Programming in C++
Deggendorf Institute of Technology, Germany
Machine Learning for Engineers
FAU Erlangen-Nürnberg, Germany
Scientific Writing
Ludwig Maximilian University of Munich, Germany
Statistics
Experience
Global Experience
Expertise
Qualifications
Profile
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