- Development of software features to automate aspects of digital twin construction, including:* A sensor pipeline that fuses various sources of point cloud and image data, segments them into classes using custom CNNs, and integrates them into a unified 3D representation.* A module trained on real SD map data that allows users to generate synthetic maps based on conditioning provided via text prompts. - Development of Repli5’s RealSim data augmentation technology, involving the modification and fine-tuning of Stable Diffusion models to enhance synthetic images and effectively reduce the sim-to-real gap.- Leading the company’s machine learning team of four people, overseeing task prioritization, delegation, and progress tracking through an agile board on Jira.- Coordination of Repli5’s involvement in the ROADVIEW EU-funded Horizon Europe Innovation Action project, overseeing the construction of two digital twins and their integration into specialized simulation tools.

- Design of custom lightweight CNNs, inspired by CenterNet, for monocular 3D vehicle detection, suitable for both calibrated and uncalibrated camera setups.- Development of other proof of concept models for 2D vehicle detection, color recognition and brand recognition.

- Management of the company’s R&D activities based on market opportunities and customer needs. - Practical development and testing of Vividye's reversible colouring technology in a laboratory setting alongside a team of chemists.

- Identification and evaluation of market opportunities in the areas of fashion, corporate wear, and textile recycling.- Iterative construction of an MVP and corresponding business models.

- Statistical data analysis of incidents and service requests, reflecting findings in weekly reports.- Maintenance and expansion of databases.- Application-related technical support.- Prelaunch testing and maintenance of a chatbot virtual assistant.

- Creation of 3 interactive VR scenes in Unity supporting binaural audio based on the relationship between the user’s pose, the location of sound sources, and the 3D geometry of the surroundings.