At Imperius, I own generative AI production for campaigns, taking work from concept and prompt engineering through generation and editing. I’ve delivered hundreds of video, image, and audio assets, with several campaign videos passing 2–3M views.
I built custom ComfyUI workflows and trained LoRA models locally to make character and brand-style output repeatable across campaigns. I also developed AI agents for prompt optimization, children’s song lyrics, and publishing metadata, and shipped AR filters in Effect House.
At AI2CYBER, I designed and trained reinforcement learning agents for a simulated cyber-defence environment, benchmarking algorithms with Stable-Baselines3. I also built Apache Kafka messaging between services and APIs and containerised training workloads with Docker.
At Centre for Research & Technology Hellas (CERTH), I built an automated pipeline to process Copernicus Sentinel-2 imagery into lake chlorophyll-a maps and developed pix2pix GAN models to forecast concentrations. This work was published in Water Resources Research.
