Stockholm, Stockholm County, Sweden
Menten AI is a drug discovery company focused on designing peptides for conditions with high unmet medical need. We develop computational methods for protein design that leverage machine learning and quantum computing. I am interested in diverse applications of quantum computing and machine learning in health and social good. My expertise is in quantum optimization, reinforcement learning, and computer vision (Deep Learning - CNNs). My research interests at the moment are quantum machine learning, constrained programming, meta-learning, few-shot learning, GAN's in general, and biologically inspired models. I have a technical background in Computational Neuroscience, Machine Learning, and Physics. Aside from my research and entrepreneurial work, I also served as a Scientific Advisor for The Decision Lab. www.hansmelo.com
Menten AI is a drug discovery company focused on designing peptides for conditions with high unmet medical need. We develop computational methods for protein design that leverage machine learning and quantum computing.
I created deep learning analysis tools for digital pathology including cell detection, classification, segmentation and counting.
Doctoral research in model-free vs model-based Reinforcement Learning for multi-arm bandit problems. Cognitive Neuroscience (PSY493) - Topics included cell physiology, vision, motor control, language, memory, decision-making, and emotion.
• Extensive travel for assessment of potential suppliers and manufacturers of industrial equipment abroad. • Contacting and establishing business relations with those companies. • Supervising production of equipment abroad to our company’s standards. • Revision of contracts and business relations with suppliers.
Research in the field of neuroeconomics, examining the neural-basis of decision-making.