Ema P.

WORK HISTORY

EDUCATION

ABOUT EMA P.

I am currently working at @planqc as Quantum Algorithms Expert with expertise in Quantum and Quantum-Inspired Machine Learning for real-life applications. I pursued a collaborative PhD between CERN, Barcelona Supercomputing Center, and Universitat Autonoma de Barcelona where my research was focused on enhancing anomaly detection algorithms using Quantum and Quantum-Inspired methods for Medical Imaging and High-Energy Physics.I\'ve been working on a Machine Learning pipeline for Tensor Networks, implemented in the Python library, to ease the process of integration of Tensor Networks into the Machine Learning community.One of my passions is to bring the world of science and technology closer to a wider audience. I\'ve delivered engaging talks on topics like the Basics of Quantum Computing, Introduction to Tensor Networks, and the future of Quantum Machine Learning. My goal is to make cutting-edge research approachable through educational content, tutorials, and public presentations.During my internship at CERN, I developed machine learning anomaly detection models for real-time, fast FPGA inference to improve new physics discovery at the Large Hadron Collider, in particular Autoencoders and Variational Autoencoders.Earlier research experiences included developing Machine Learning algorithms for financial applications and exploring Natural Language Processing techniques.Experienced in Python, JAX, PyTorch, TensorFlow, PennyLane, and quantum platforms like IBM Quantum. I\'m passionate about mentoring students and enjoy organizing events, such as a hackathon on anomaly detection at CERN, to promote collaboration and innovation.If you share a passion for machine learning, quantum computing, or science communication, feel free to reach out! If you are interested in knowing more about my experience or just connect, just drop me a DM!