Research Assistant

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

Backend Developer

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

Systems Intern

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

B.Sc. Computer Science

Constructor University, Bremen, Germany

Thesis grew into GSIP, published at IntelliSys 2026.

High School Diploma

Buckswood International, Tbilisi, Georgia

GSIP: A Model-Agnostic Framework for Scalable Geospatial Inference

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

GSIP

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

Orchard

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