Lead backend engineering
for T3K.AI.

T3K.AI builds AI software for law enforcement and digital forensics. LEAP, its Law Enforcement Analytics Platform, helps investigators triage evidence from seized phones and computers. CORE classifies images and videos and runs inside other forensic platforms.

Forensic labs handle large volumes of sensitive evidence, often on servers with no internet connection. The software has to read many extraction formats, run analysis on GPUs, and install, license and update reliably without the vendor in the room.

Mateo Ivan Radman, Raddiene’s founder, joined T3K in 2020 to work on the original LEAP. In 2022 he set up the backend of its successor and became its largest contributor and release owner. Since 2024 Raddiene has continued the work as a contractor, with a second Raddiene engineer joining the LEAP team.

• The LEAP backend: a FastAPI API, the PostgreSQL schema and migrations, Celery and RabbitMQ job processing with live progress over WebSockets, watchlist and hash-set matching, and HTML and PDF case reports.
• Evidence ingestion for a wide range of source types, including Cellebrite UFDR, MSAB XRY, Oxygen, GrayKey, MOBILedit and E01 disk images.
• Token-based authentication with scoped permissions and two-factor login.
• A licensing library used across T3K’s products, written in Rust with Python bindings, with hardware-bound activation on Linux and Windows and an internal licence generator.
• A Python library for reading forensic disk images, used by both LEAP and CORE.
• Offline delivery: Docker bundles, a graphical installer and release pipelines for GPU servers without internet access.

T3K.AI CORE is available as an add-on for Magnet Griffeye Advanced, Operations and Enterprise. We built the integration server for Griffeye Operations and Enterprise, which picks up new case material, spreads analysis across several GPU nodes and writes the results back to Griffeye, and the plugin used by Griffeye Advanced.

• More than a hundred releases across LEAP and the Griffeye integration, from the LEAP 3.0 alpha onwards.
• Over a thousand automated tests across LEAP, the Griffeye integration and licensing.
• The largest contributor to LEAP over four years, integrating work from across the engineering team.

Forensic software supports serious investigations. Results need to be traceable, installations must work offline and a broken release can hold up a case. We bring the same discipline to every product where reliability matters: clear ownership, tested releases and careful deployment.

• Technical leadership
• Python & FastAPI development
• Production support & deployments