Simone Tanzarella
Senior Machine Learning Engineer @Focalpoint
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WORK HISTORY
Senior Machine Learning Engineer @Focalpoint
Leading the end-to-end development, training and deployment of a Deep Learning Foundation Model for Inertial Pedestrian Navigation with data from Wearables• Tools: Python, Tensorflow, Keras, pyCharm, MLFlow, numpy, scipy, C++ • Push on generalisation across large inertial (accelerometers, gyroscopes, magnetometers) and GNSS datasets from wearables for Pedestrian navigation and odometry• Design and development of deployment on cloud with AWS and API development• Cooperating with the Business Development Team to align our product on the use case of our customers• Development of Self-Supervised Learning on human motion data and Representation Learning• Supervising and mentoring interns• MLOps: MLFlow, AWS, Docker, Kubernetes, CI/CD, Databricks, Linux, SSH• Edge AI: TFLite for running exported models on chip
EDUCATION
Politecnico di Torino
Bachelor's degree, Biomedical Engineering
Politecnico di Torino
Master's degree, Biomedical Engineering
Imperial College London
Doctor of Philosophy - PhD, Bioengineering
SKILLS
ABOUT SIMONE TANZARELLA
I’m a vision-driven person who strives to push beyond my limits and translate ambitious goals into real, practical applications.With over 10 years of experience in research and development, I specialize in Human-Machine Interfaces, Neural Engineering, and Signal Processing and Machine Learning for Data in Sport and Rehabilitation. My technical foundation is built on algorithm development, signal processing, and data science, with a strong command of Python, PyTorch, and TensorFlow to process biological signals and develop machine learning models. I’ve conducted hands-on research in clinical settings, collaborating with healthcare professionals at Don Gnocchi Research Hospital (Milan), Charing Cross Hospital (London), and Vienna General Hospital. As a Graduate Teaching Assistant at Imperial College London, I supported courses in Digital Signal Processing, Human Neuromechanics, and Mathematical Methods for Bioengineering. I’m also passionate about public speaking, delivering talks that inform, inspire, and spark curiosity.
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