Data science

Siham Elmali

Address *** ******** *** #*

Sunnyvale CA 94086

Phone 443-***-****

Email adikqn@r.postjobfree.com LinkedIn www.linkedin.com/in/siham-elmali Experienced in product development in the semiconductors industry Seeking to contribute to a team via a challenging, collaborative and multi-disciplinary role Education

Jan 2020 - present Georgia Institute of Technology, Atlanta, GA MS degree, Analytics (Computational Track)

Built data analysis pipeline from collection to visualization leveraging Python/R and SQL Created probabilistic machine learning models in R using statistical approaches like linear regression, logistic regression, SVM, KNN and regression trees Analyzed historical city crime statistics and built a multivariate prediction model in R using regression and cross validation to predict the observed crime rate in a specific city Implemented basic simulation scenarios in Arena and SimPy Relevant Courses: Computing for Data Analytics, Introduction to Analytical Modeling, Simulation Modeling, Data Analytics in Business

Jan 2016 - May 2017 Johns Hopkins University, Baltimore, MD MSE degree, Electrical and Computer Engineering

Designed and implemented an LPC-compression speech codec to facilitate transmission of speech using a lower bandwidth than traditional audio compression techniques. Designed and implemented a speech gender identification system using K-means clustering and Gaussian Mixture Models

Led a team of three in designing and implementing a bicycle guidance controller to follow a sinusoidal trajectory using modern control systems techniques in MATLAB and Simulink Aug 2014 - May 2017 Johns Hopkins University, Baltimore, MD BS degree, Electrical Engineering

Relevant Courses: Calculus 1,2&3, Linear Algebra, Differential Equations, Probability and Statistics, Machine Learning for Signal Processing, Audio and Speech Signal Processing, Communication Theory. Skills and Languages

Technical Skills: Python, R, Excel, SQL, Pandas, Numpy, Arena, Matlab, Git, Linux/Unix Languages: English, Arabic, Moroccan Arabic, French Work History

Jul 2017 - present Product Development Engineer

Intel, Santa Clara, CA

Leads the Santa Clara Array MBIST team supporting server products Performs pre-silicon validation of Memory BIST on cache array content to detect design bugs Performs post-silicon debug on SOC through tester experiments Designs and implements tests to optimize test time and increase product yield Writes automation scripts in Python and bash in a Unix environment Jun 2016 - Jan 2017 Engineering Intern

Johns Hopkins University Applied Physics Laboratory, Laurel, MD Wrote custom MATLAB scripts for an in-house analysis tool to evaluate radar performance. Developed requirements, modeled use cases, and conducted a trade study for an analysis tracker tool that would allow teams to organize large-scale project information with a single service Jun 2015 - Dec 2015 Research Assistant

Johns Hopkins University - Center for Language and Speech Processing, Baltimore, MD Analyzed lung recordings from patients with various conditions to investigate the feasibility of a robust pneumonia detection system that uses only audio for diagnosis. May 2014 - Aug 2014 Research Assistant

Utah State University – School of Engineering Education, Logan, UT Conducted surveys and focus groups to evaluate the efficiency of MESA program in the states of WA, MD, CA, and UT

Analyzed resulting data using statistical analysis in IBM SPSS

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