Software engineer & Data scientist
Summary
I am a 28 years-old French engineer specialized in software development and data science. I am seeking employment in the fields of predictive modeling, machine learning and software engineering. I am open to relocate anywhere.
Education
Rouen, France National Institute of Applied Sciences January 2011 – July 2014
Ph.D. in Computer Science at the National Institute of Applied Sciences
(INSA) of Rouen
Rouen, France National Institute of Applied Sciences Fall 2005 – Summer 2010
– M.S.E. in Data mining & Machine Learning, June 2010.
– B.S.E in Computer Science Engineering, June 2008.
– Graduate Coursework: Machine and statistical learning theory and applications (clustering, generalised linear model,
logistic regression, random forest, SVM).
– Undergraduate Coursework: Operating Systems, Databases, Algorithms, Programming Languages, Comp. Architecture.
– ISO:9001 thesis project with the Xerox Research Center Europe: development of a Natural Language Processing
application that automatically proposes pertinent answers to emails.
Experience
Software engineer & Data scientist
French Alternative Energies and Atomic Energy Commission (CEA)
Autumn 2014 – Spring 2015
Analysis of tandem mass spectrometry data for the identification of microorganisms in complex samples
– Optimization of the prototype developed previously:
– reduced time to render results by 33% by optimizing SQL database queries,
– reduced memory consumption by 50% by replacing an in-memory process by a SQL database.
PhD student in Computer Science
CEA
Winter 2011 – Summer 2014
– Software development, testing and validation of a prototype implementing a “Novel interpretation method of tandem
mass spectrometry data for the identification of microorganisms in complex samples”.
– Patent registered at the European Patent Office on August 2013 (EP13306125.9).
– Model selection and validation.
– Sparse linear regression with L 1 regularisation (Lasso).
– Scientific communication and patent writing.
Skills
- Data science:
- Expert in Python centred tools (Numpy, Scipy, Pandas, scikit-learn, NLTK)
- R (Proficient), Matlab (Proficient), SQL (Proficient), Hadoop MapReduce ecosystem (Basic knowledge)
- Data visualisation with ggplot2 (Proficient) and D3.js (Prior experience)
- Expert in generating LaTeX reports / knittr reports / Ipython notebooks
- Software engineering:
- Python (Proficient), C/C++ (Prior experience), Java (Prior experience)
- HTML, CSS, Jquery and Django framework (Prior experience)
- Linux/Unix shell scripting (Proficient), Windows Powershell scripting (Prior experience)
- Experience with Version Control (Git, SVN, Fossil)
- Promoting agile and lean principles (Joel Spolsky’s test, Code Complete)
Specialties
- IT architectures, Predictive modeling, Relational database management system, Software engineering
Spoken Languages
- English (professional), French (native), Spanish (professional)