Hi, I'm David.
My job consists in helping companies and researchers to analyse and manage their datasets. I am skilled for most data-science steps: data pre-processing, data-ingestion,application of statistical methods, data visualization and results communication.
After having worked for renowned research institutes like the Geneva Neurocenter and the Swiss Center for Affective Sciences. I'm now working as a freelance data scientist for different companies (FlowBank, RabbitDuck) and nonprofit organizations (CICAD ). In parallel, I am also working as an open-source R developer for Opifex.
Data harvesting, cleaning and reshaping. Development of automated workflows and pipelines.+
Hierarchical Bayesian Modeling
A package that offers hierarchical Bayesian analysis of various computational models.
"David is a promising data scientist with expertise in MRI methods. He has great programming and statistics skills, with a strong grasp of cutting-edge data classification and machine learning algorithms. Autonomous, as he finds the best solutions to the problems submitted to him, and also well structured and organized, with clean & clear datasets, result files, and software outputs. I have no hesitation in recommending him, as he has a bright future. I'm sure any company will be happy to have him on their team."
Fernando Muñoz - Business Representative at GitHub Enterprise
"David is a technical expert that and a leader in promoting new solutions for the company's data strategy. He has delivered upon of a complex set of technical developments needed to improve the Data Science team's efficiency (Dev Ops Environments - Automatic Reporting - Server Administration - Azure Active Directory Authentication Implementation - Data Engeneering and he has delivered upon expectations, always ensuring quality and speed of delivery."
"I had the pleasure to collaborate with David on a project where he successfully adapted a data analysis pipeline developed at the California Institute of Technology to retrieve physiological signal from a very noisy dataset. [...] David also has impressive skills in data visualization, which were critical for a clear and transparent communication of the results."
"I came to be deeply impressed by his attitude and his qualities in statistics. He is not only creative and hard-working but also very passionate an devoted to his work. On the top of it David is extremely efficient in analysing data. I’ve also had the opportunity to observe his abundant skills in different programming languages and his acquaintance with many modern statistical methodologies. He is a conscious user of statistics. "
"I have personally had a great experience working with David as a colleague at the Swiss Center for Affective Sciences. I found that David was generally ahead in areas of statistics and data analysis. I found him to be proficient in numerical programming languages such as R, python and Matlab, to have great skill at data presentation and visualization, and to have a solid understanding of advanced analysis methods such as multilevel regression and non-parametric data analysis. "
"David was able to implement a series of complex statistical analysis on four-dimensional data, such as massive univariate general linear models, multivariate pattern analysis, functional time-series analysis and hierarchical Bayesian modeling. Moreover, he assisted in the administration of our high-performance computing server, by installing data management tools and pipelines and maintaining them up to date."
"David has proven to be a driving force in the development of large database analysis techniques that laboratories like ours are now faced with. Not only does he have the ability to understand the intricacies and limitations of the procedures he employs, but he concretely implements them by coding effective solutions that he has subsequently disseminated to the community in a spirit of rigor and honesty. David has an immediate understanding of the issues at stake in the task at hand and views difficulties as challenges rather than problems."
"I would never have been able to carry out my statistical analyses without internship supervisor; David Muñoz Tord. He taught me a lot of skills that I could use in the future. He is a smart and talented person and I am very grateful to have had the opportunity to work with."
Bryan Sanders - Master student at the Geneva Neurocenter