ANS3R
The Ultimate Digital Solution
Selected
Works
Our Architects
Build The Future
Proof of Work. Realized visions.

VISUAL_SEARCH_AI
Intelligent recommendation engine based on Computer Vision. The system analyzes visual patterns (textures, shapes) to cluster objects without human supervision. It utilizes the VGG16 architecture for feature extraction and UMAP algorithms for dimensionality reduction, enabling high-precision 'Search by Image' functionality for large datasets.

KARATE_SYSTEM_DESIGN
An architectural blueprint and system design concept for a martial arts tournament SaaS. We modeled the complete database schema, designed the real-time data flow logic using WebSockets, and formulated automated bracket progression algorithms. The deliverable is a production-ready technical specification and a GDPR-compliant data framework.
FundacjaZyrafa.pl
A centralized digital ecosystem for a multi-branch non-profit organization. We developed a bespoke Headless CMS in Python to manage schedules, workshops, and events across multiple physical locations, paired with a highly responsive React.js frontend for a seamless user experience.

eco-ride.org
Developed a fully automated booking platform for urban bike rentals. The system is designed to maximize conversion rates via a 'Mobile-First' interface while ensuring instant order processing. Powered by a robust backend architecture, it manages real-time availability and instantly notifies managers via Telegram about new bookings.

SMART_LOGISTICS
An R&D project to architect a high-efficiency algorithmic logistics system. We modeled a microservices-based TMS (Java/Python) using simulated GIS data to generate 25x25km profitability heatmaps. The proof-of-concept successfully demonstrated how a decision-making engine can balance route profitability with strict adherence to EU Driver Working Hours regulations (EC 561/2006).
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