Marco Caselli Email & Phone Number

Oxford, Gb

Applied machine learning methodologies to enhance and automate the calibration of quantum devices across several types of hardware: superconducting, semiconducting and trapped ions qubits-based systems.Organised and conducted workshop on Quantum Computing Applications, covering quantum hardware, quantum algorithms, quantum machine learning and quantum use cases in real life applications.Organised and conducted internal study groups on Gaussian Processes and Quantum Computing.Developed and maintained client-facing optimisation software, working on many core components involving Bayesian Optimization, Gaussian Processes and Maximum Likelihood Estimation.Modelled risk estimation for automotive insurance.

Oxford, United Kingdom

Designed and implemented analytical methods and machine learning solutions. Translated academic papers methods, tailoring and optimising the approaches for the scientists needs. Developed the infrastructure of the cloud back-end services.Research:○ Filed patent as inventor of interactive clustering algorithm to the UK Intellectual Property Office.○ Explored algorithms for super resolution particles localisation, colocalisations, clustering, drift-correction, autofocus, tracking and sizing of particles. Methods derived from first principles and/or tailored to the specific use case from existing publications.○ Co-author of the article Genome-wide methylation profiling of glioblastoma cell-derived extracellular vesicle DNA allows tumor classification. Python:○ Data science projects in point cloud processing, solutions shipped as tools for the company cloud service.○ Developed a fast and scalable service to visualise the users datasets.○ Developed an engine for the execution of data analysis tools.Machine Learning: TensorFlow based projects○ Drift correction computation of point clouds through entropy minimisation○ Variational autoencoder to denoise images. ○ GAN + analytical method to generate synthetic images. ○ Neural network to localise fluorescences from microscopy images.Cloud:Responsible of maintenance and deployment of the company cloud infrastructure through Google Cloud Platform and Kubernetes. Experience with Django Framework and Celery handling concatenation of dependent tasks.C++:Developed of a point-cloud file format optimised for visualisation and data-analysis. Delivered a Python API using pybindings, cloud and local access to data, cross platform project.Miscellaneous: CircleCi workflows, automatisation of processes, build systems (shake, make, doit), Docker, databased management, agile experience, testing, benchmarking, automated documentation, projects in Rust, Go, TypeScript and Haskell.

United Kingdom

● Researcher in Computational Number Theory. Research involved algorithms for elliptic curves and computation of the probability of solution of particular families of equations.● Problem solving skills were tested every day in a stimulating and challenging environment. ● Strengthened computational proficiency working with Sage (a Python-based mathematical software) developing algorithms as part of the PhD project.● Collaborated with scientists with heterogeneous technical background in an international environment.● Self-empowered: work independently with minimal supervision submitting periodical reports and meeting deadlines.

United Kingdom

Taught courses to second year undergraduates in mathematics. Marking the students' scripts and assignments during the term I have a constant feedback about their weakness and strengths, in this way I can improve the quality of my teaching focusing on the concepts that are more articulate to digest.

Genova, Italia

Worked at “Festival della Scienza” for four editions as scientific popularizer. Presented scientific topics in an attractive way to thousands of visitors each year. Strengthened communication skills and the ability to simplify complex theories in order to reach a wider audience. In the 2014 edition of the "Festival della Scienza", organised and conducted an exhibition called “The Elegance of Time” about instruments that measure time.

Co-author of test for mathematical olympic games and took part in the organization of the events.

Italy

Taught "Fundamentals of Mathematics" to the first year students in natural science.

Doctor Of Philosophy - Phd, Mathematics

PhD in Number Theory

Laurea Magistrale Lm, Mathematics, 110/110 Cum Laude

Activities and Societies: Master's Thesis: "Class Field Theory: theoretical and computational aspects"

Mathematics

One term as exchange student thanks to the Erasmus program Scholarship

Laurea Triennale, Mathematics, 108/110

Bachelor's Thesis: "Linear combination of roots of unity" Erasmus studies: 1 term at Ludwig-Maximilians Universität München INdAM.