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Research Assistant · Software Engineer
Constructor University, Bremen, Germany
Working full-time as a Research Assistant in Prof. Dr. Peter Baumann's research group. Focused on scientific research and the development of high-performance geospatial data systems.
Research · Computer Science · Systems
Softgen, Tbilisi
Engineered Java-based integration solutions to automate interactions with the Georgian Revenue Service. Streamlined data exchange processes and collaborated with cross-functional teams to integrate secure APIs.
Java · Spring Boot · REST APIs · Integration
FINA LLC, Georgia
Developed an internal security system using Raspberry Pi clusters. Administered the company's main web platform and received in-depth training on Java EE backend architectures.
Python · IoT · Linux Ops · NGINX
Constructor University, Bremen, Germany
Thesis grew into GSIP, published at IntelliSys 2026.
Buckswood International, Tbilisi, Georgia
Rati Vardiashvili, Dimitar Mishev & Peter Baumann
proceedings of the Intelligent Systems Conference 2026 (IntelliSys 2026) — Deep-learning inference framework and a CLI tool able to efficiently analyze scenes that are orders of magnitude larger than available memory. Optimizes for both budget hardware and high-end workstations.
doi:10.1007/978-3-032-32729-1_47
My Bachelor's thesis: A high-performance inference pipeline for gigapixel satellite imagery. Solves 'grid artifacts' using seamless reconstruction and dynamic memory management.
PyTorch, Rasterio / GDAL, Hydra, GTK4, multiprocessing
A robust FUSE filesystem that mounts iCloud Drive on Linux. Features optimistic syncing, sparse caching for large files, and conflict resolution.
Python, FUSE / pyfuse3, SQLite, GTK3