At FEL, Czech Technical University in Prague, I implemented and extended the Backpack adversarial steganography protocol. I built a tested PyTorch research library and raised the detector’s error rate from 7.5% to 47.6% in the JPEG (DCT) domain on BOSSBase.
At the Military Research and Development Base, I developed an object detection and tracking system for UAV applications. I fine-tuned YOLO architectures on aerial datasets and optimized models for real-time inference on drone imagery.
I also built an end-to-end plant disease classifier using EfficientNetV2-M, with Groq LLM API recommendations, and deployed it on Streamlit Cloud with HuggingFace model hosting. My projects include a toxic comment classifier deployed on HuggingFace and Streamlit Cloud.
