Arnav Sarkar
Scientific Assistant (HIWI)
Experience
Scientific Assistant (HIWI)
Institute of Transport and Automation Engineering, Production Technology Center, Leibniz University Hannover
- Implemented stereo camera calibration and applied incremental Structure from Motion (SfM) algorithms to build a detailed 3D model of a forklift for an AR-enabled Smart Forklift project
- Developed OpenCV-based preprocessing that improved data accuracy by 20% and enhanced the analysis of industrial videos
Python Developer (HIWI)
Geodetic Institute Hannover, Leibniz University Hannover
- Migrated MATLAB-based B-spline surface approximation workflows to Python
- Contributed to research projects, advancing geodetic studies using PyTorch and MATLAB toolkits for 3D point cloud approximation
Business Analyst
Aculance IT Solutions, Pvt. Ltd.
- Partnered with the MP State Election Commission to deliver 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
- Collaborated with the digital marketing team to drive customer acquisition and solve performance issues
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 improve clients’ understanding of data
- Deployed machine learning models to predict customer attrition and conduct feature engineering for regression and classification models
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Information Technology (2.5 years), Government and Administration (2.5 years), Transportation (0.5 years), Manufacturing (0.5 years), Education (0.5 years), and Professional Services (0.5 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Business Intelligence (3.5 years), Marketing (2.5 years), Research and Development (1 year), Product Development (0.5 years), and Information Technology (0.5 years).
Summary
Geoinformatics and Remote Sensing Engineer with a Master’s in Geomatics (Photogrammetry & Computer Vision) from Leibniz University Hannover. 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, RGB-D data fusion, and panoptic segmentation for spatial scene understanding.
Skills
- Programming Languages: Python, Matlab, R, Sql, Bash, Git
- Geospatial Tools: Arcgis Pro, Qgis, Gdal, Grass, Geopandas, Rasterio, Postgis
- Ai & Ml: Pytorch, Tensorflow, Scikit-learn, Opencv, Detectron2
- Cloud & Devops: Microsoft Azure (Ai/ml, Storage, Functions), Docker
- Other: Colmap, Agisoft Metashape, Power Bi, Tableau
Languages
Education
Maulana Azad National Institute of Technology
Bachelor of Technology · Civil Engineering · Bhopal, India
Leibniz University Hannover
Master of Science · Geomatics (Geodesy and Geoinformatics) · Hanover, Germany
Certifications & licenses
Circular Economy (C2C)
Environmental Economics
Intercultural Communication
Profile
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