Arnav S.
Geomatics , data science, civil engineering
Experience
Aug 2022 - Feb 2023
7 monthsHanover, Germany
Scientific Assistant (HIWI)
Institute for Transport and Automation Engineering, Production Engineering Center, Leibniz University Hannover
- Implemented stereo camera calibration and utilized incremental structure from motion (SfM) algorithms to create a detailed 3D model of a forklift for AR-enabled Smart Forklift project
- Developed OpenCV-based preprocessing that improved data accuracy by 20% and the analysis capabilities of industrial videos
Oct 2021 - May 2022
8 monthsHanover, Germany
Python Developer (HIWI)
Geodetic Institute Hannover, Leibniz University Hannover
- Migrated MATLAB-based B-spline surface approximation to Python
- Collaborated on research projects, contributing to the advancement of geodetic research using PyTorch and MATLAB toolkits for 3D point cloud approximation
Jul 2017 - Feb 2020
2 years 8 monthsIndore, India
Business Analyst
Aculance IT Solutions, Pvt. Ltd.
- Collaborated with the MP State Election Commission to provide targeted campaign recommendations by analyzing past election and demographic data
- Used Python libraries including Scikit-learn and TensorFlow to analyze sensor and web-traffic data, perform customer segmentation, and develop online campaigns and interactive dashboards
- Worked with the digital marketing team to drive customer acquisition and address performance issues
Oct 2016 - Jun 2017
9 monthsBengaluru, India
Trainee Decision Scientist
Mu Sigma Business Solutions Pvt. Ltd
- Developed reusable ML modules that improved classification performance by 5%
- Created dashboards using Jupyter Notebook, SQL, R, and Python visualization libraries to enhance client understanding of data
- Deployed machine learning models to predict customer attrition and performed feature engineering for regression and classification models
Summary
Geoinformatics and Remote Sensing Engineer. Skilled in GIS automation, photogrammetric analysis, and deep learning for Earth observation. Experienced in Python, Azure Cloud, and open-source geospatial technologies. Strong research background in computer vision and RGB-D data fusion and panoptic segmentation for spatial scene understanding.
Languages
Bengali
NativeHindi
NativeEnglish
AdvancedGerman
ElementaryEducation
Jun 2012 - Apr 2016
Maulana Azad National Institute of Technology
Bachelor of Technology · Civil Engineering · Bhopal, India
Leibniz University Hannover
Master of Science, Specialization in Photogrammetry and Computer Vision · Geomatics (Geodesy and Geoinformatics) · Hanover, Germany
Certifications & licenses
Circular Economy(C2C)
Environmental Economics
Intercultural Communication
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.