🛠️ Work Experience
🧑🔬 Research Assistent @ UPB
(Apr 2025 - Present)
Working in the SIGMA Lab, where I work towards the development of novel methods, inspired by signal processing, for controlling the generative processes of Deep Learning models.My main focus is on the image and audio generation, but I am also interested in the multimodal and information retrieval applications.
🧑🏫 Teaching Assistent @ ETTI
(Oct 2024 - Present)
Working as a teaching assistant in the DCAE department, where I am involved in the development of the Microprocessor Architecture courses. My main focus is on the development of the laboratory sessions, where students get to implement and test their own solutions in Assembly.
🤖 ML R&D Engineer @ MaDENN
(Jun 2021 - Nov 2024)
Working in the audio department, developing software solutions which integrate concepts from Digital Signal Processing (DSP) alongside Artificial Inteligence (AI). My main focus is on integrating the lastes technologies in domains such as Source Separation (SS), Automatic Speech Recognition (ASR), Denoising and Audio Synthesis.
📚 Education
🎓 PhD Student @ SD-ETTI in co-tuttele with IECS-UniTn
(Oct 2024 - Present)
PhD student in Electrical Engineering and Computer Science, with the thesis “Control Methods for Generative Models based on Neural Networks”.
Thesis advisors: Corneliu Burileanu, Ana Neacșu and Nicu Sebe
🎓 Master’s degree @ ETTI
(Oct 2022 - Jun 2024)
Master’s degree in Computer Science, master program Inteligent Systems and Computer Vision, with the thesis “Robust Deep Learning Algorithms for Deepfake Detection”.
Thesis advisors: Corneliu Burileanu and Ana Neacșu
🎓 Bachelor’s degree @ ETTI
(Oct 2018 - Jun 2022)
Bachelor’s degree in Computer Science, study program Information Engineering with the thesis “Sentiment Analysis using Graph Neural Networks”.
Thesis advisors: Corneliu Burileanu and Ana Neacșu