Hélia Pouyllau

WORK HISTORY

EDUCATION

SKILLS

ABOUT HÉLIA POUYLLAU

I work on the design of Satellite system simulators and their algorithms- Beam layout & frequency plan (optimization algorithms, simplified link budgets computations) for bids and programs- Link budget and capacity- Payload w/ Digital Beam forming (SNR, EVM)I love working on new topics, learning new things, acquiring new skills.I also have a strong background in the design and industrialization of machine learning and optimization algorithms in embedded softwares for satellites payload and mission ground systems.I have contributed to and coordinated several national and European projects. I co-authored more than 40 publications and 15 patents. I am interested in developing decision-making softwares and solving complex problem.Algorithm skills- Machine learning: Regression, X-Validation, SVM, Statistic tests, Bayesian inference, Clustering, Reinforcement Learning (bandits, markov decision process)- Decision Making: Multi-Criteria Decision Aid, Game theory- Optimization : Graph theory, Combinatorial optimization, Evolutionary Algorithms, Linear Programming- Problem solving- Project Management & Methods: V, Agile & Design Thinking, Test/behavioral-driven development,Coding & Technology- C++: QT, boost, openmp- C: embedded software, CLAPACK, CBLAS- Matlab/Simulink : embedded coder + any kind of script and algo- Java: Apache commons, Optimization frameworks (MOEAFramework, Choco), Network API, OSGI, REST, Swing, Javafx, Java 8- Python : sklearn, scipy, numpy, mathplotlib, QT- Data coding: JSON, XML - A bit of Big Data: Apache Spark, Hadoop, Mahout- A bit of HTML5, Groovy, D3js- Misc: Latex, C++(boost), R, Matlab- Architecture : Client/Server, Web Services (REST, SOAP)- Databases: Oracle 9i, MySQL, SQL ServerDevelopment/Platform - Integration: CMake, Maven, GIT, SVN, Jenkins- Tools : VSCodz, Eclipse, Vim, SublimeText- OS: Linux, Windows- Misc: ExcelNetwork:BGP, RSVP, SDN/OpenFlow, B/OSS, ALU 7750 SRModeling- UML- Petri Nets