Experienced chemist (Chemical Engineering PhD) who knows laboratory tasks that turn into Data Scientist with 4+ years of broad-based experience in building and agglomerating datasets. Understanding complex measurement systems with a broad systemic view. Proficient in predictive modeling, data processing, and data mining algorithms, as well as scripting languages, including Python and Matlab.
Build predictive models using various mathematical tools to quantify (PLS-DA, SVM-DA) and identify bacteria according to their spectral response (PARAFAC, SVM).
Demonstrate knowledge and execution of a new procedure (ANN, ML, XGBoost) to determine which antibiotics a specific organism is susceptible to antibiotics (Antimicrobial Susceptibility Testing).
Utilized analytical and technical expertise to provide insights and proposals to support engineering and laboratory decisions (PCA, CLS, MLR).
Design algorithms to track and detect anomalies (sensors and spectrum).
Planning Design of Experiment in order to validate complex measurement systems (spectrometer, LED light source).
Ingested data from disparate data sources using MATLAB to create data views and insight.
Subsystem of the optical path validation.
Company Description
Start-up company dedicated to developing advanced infectious diseases diagnostic technologies, with the purpose of optimizing antibiotic stewardship, patient care and laboratory efficiency.
Laser Safety Supervisor Responsible of the sample database (over 1000 samples)
Professional supervision of the analytical laboratory work in coordination with the analytical requirement on the field
Prototype development and scale up of a new online analyzer for long distance measurement (up to 25 m)
Responsible for advance data analysis, calculations and troubleshooting, real time documentation, maintain proper records lab notebook and instrument logbooks.
Improvement of a real time elemental analyzer using the LIBS techniques (Material configuration and Algorithm improvement)
Online analysis of Phosphates, Carbons, Iron, Potassium and Sodium mineral detection and quantification.
Setting up a pilot for slurry measurement using LIBS technology.
Teaching Assistant
Universty P.Curie UPMC-Paris6
October 2008
to February 2011
Paris
France
Supervising Master's degree laboratory courses
Correction of laboratory reports
Detailed Description
Liquid-liquid batchwise single stage extraction
Heat transfer calculation on concurrent and countercurrent flow Heat exchanger
Scale up of chemical processes (distillation) using Aspen Hysys ® and Icarus ® software
Thermal radiation heat transfer determination
Second M.S. Internship
Ecole Nationale Supérieure de Chimie de Paris / Chimie-ParisTech
February 2007
to September 2007
Paris
France
Modeling of a converging nozzle low pressure plasma reactor.
Detailed Description
Hydrodynamic study of a reactor using FLUENT ®
Validation of the calculated data using LDA and LDG
Simulation of chemical behavior in the plasma phase
First M.S. Internship
Weizmann Institute of Science
April 2006
to August 2006
Rehovot
Israel
Development of a new method of solar-driven reforming of methane using an innovative type of reactor without catalyst
Inventory Supervisor
Inventaire Services et Systèmes
January 2001
to January 2008
Clichy
France
Overall management of inventory activities
Detailed Description
Quality control, and inventory optimization
Team management
Principal interlocutor between Inventaire Services and its clients
Research Assistant
LGPPTS
June 2005
to August 2005
Paris
France
Characterization of RF plasma purposed for depollution
Detection of the recombination of labeled oxygen in thermal plasma at atmospheric pressure
Detailed Description
Used Techniques Mass Spectroscopy Gas chromatography–mass spectrometry X-ray photoelectron spectroscopy
