Nicolas Skatchkovsky Email & Phone Number

London, England, United Kingdom

- Evaluation of neuromorphic learning applications for satellite communications. Work presented at ICSSC 2022.- Implementation of the selected algorithms on Intel's Loihi neuromorphic processor.- Benchmarking of the proposed solutions against conventional AI algorithms.Work supported by the European Space Agency, in collaboration with the University of.

London, England, United Kingdom

- Designed and implemented Bayesian learning algorithms for spiking neural networks (SNNs) with Loihi-compatible fixed point precision using Intel's Lava framework.- Demonstrated up to 30% improvement in uncertainty quantification for offline learning and 2% improvement in accuracy for continual learning versus the state-of-the-art with 5x lower memory.

London, Royaume-Uni

Thesis: Communication-Efficient and Neuromorphic Edge Intelligence.- Designed and implemented neuromorphic learning algorithms at the edge. - Published works at NeuRIPS, ICPR, ICASSP, IEEE journals.Under the supervision of Prof. Osvaldo Simeone. Work funded by the European Research Council.

Région De Paris, France

Within the Decision and Bayesian Computation group.- Designed and implemented an algorithm for unsupervised clustering of larva behaviour data.- Implemented algorithms in Pytorch and applied them to large scale data on a HPC cluster.- Established that larvae exhibit six natural behaviors, work published in PLoS Genetics.

London, Royaume-Uni

- Database design and management.- Implementation of machine learning algorithms using Python (scikit-learn, Tensorflow).- Creation of a model for the prediction of house prices in the UK.Halved the error rate compared to the commercial model used so far by the company

Centralesupelec - Campus Gif

Organizing the Agora 2015: Career fair with 16 companies and 50 speakers.Canvassing and managing the partnerships with over 30 companies. Contract negotiation.Negotiated budget: 70 000€. Budget of the organisation: 450 000€

Master Of Engineering - Meng, Computer Science And Digital Communications

Relevant coursework: Information Theory, Artificial Intelligence, High Performance Computing and Big Data, Multi Agents Systems

Bachelor Of Engineering - Be, Computer Science

Activities and Societies: Students union Ski club Rugby clubRelevant coursework: Software Engineering, Algorithms, Probabilities.

Cpge, Mathematics, Physics

Undergraduate level preparatory classes to the examination to gain entrance to France's top engineering schools