Sample Selection of Tasks we Have Completed

Pool of Peculiar Expertise

HRIS aimed to tackle rare non-generic expertise. From automation of CV analysis using ML and NLP to semantic models for skill ontologies and statistical market estimations - all to get the valuable HR info for R&D project setup.

Weston composition manager

An OSS enchancement project, which demonstrates analysis of a large existing code base, community communication and specific area expertise. Changes made to the original project have made project's application possible on hardware environment it was not meant to run otherwise.

Problematic:

Investigation showed that Weston rely on GPU for composition, neglecting any other hardware acceleration present. Hardware platform provided support for composition acceleration (overlays). Weston lacked logic of hardware acceleration and it's synchronization framework was inadequate.

Solution:

Hardware acceleration awareness was added with ability to enumerate overlays. Synchronization framework was refactored into atomic modesetting model, able to synchronize on all overlays available to prevent artifacts. Usage of hardware acceleration as a first priority was added, GPU composition was set up as a fallback. Performance on use cases which used less then certain treshold number of layers raised significantly(from ~10 fps to ~60 fps)

Planner service and application

Holistic video advertisement solution with gapless and lossless stream stitching. Built to be scaleable and versatile enough to be embedded into virtually any existing IPTV system.

Planner service and application

A complex fullstack web solution in regional advertising field for media providers. The application automates most of business processes such as client and advertisement management, clips scheduling and report generation.