Data Scientist Project Manager

Zara Homayoon

Trader

*******@*****.***

* ** years of experience in research, data modeling, coding, data analysis, visualization, and trading.

* Accomplished and energetic computational researcher with a solid history of achievement in research.

* Motivated leader and proven problem solver with strong organization and prioritization abilities.

* Project leadership - gathering requirements, create plan, prioritize, implement WORK EXPERIENCE

Trader

2020- Present

Self Employed, E-commerce

2018-2019

Data Scientist

Innovizant LLC - 2017-08 - 2017-12

Client: CUNA Mutual Group)

Project: Model factory of Developing Models

* Leading the offshore team

* Developing version control (git) of predictive models (R packages) Research Scientist / Post-doctoral Fellow

Texas Tech University - Tech, Texas, US - 2015-04 - 2017

* Lead Data scientist Project Manager

* Won an international grant from 'National Science Foundation' for developing methods of Peptides Fragmentation

* Led the team to develop the model and programing of a method to detect fragmented products using the connectivity matrix.

Computational Researcher / Post-doctoral Fellow

Emory University - 2012-02 - 2015-03

* Won a grant from 'Army Research Office'

* Collaborated with 5 national and international groups.

* Implemented regression models for multi-dimensional systems with 100+ features.

* Analyzed and visualized simulation results for 100+ GB data. Selected Projects:

1) Nitromethane Dynamics (Multi nonlinear regression), Synthesized data set for the system (200000 data point), cleaning data and removing outliers, developed machine learning model from fits to 100 features to predict energies for the system, successfully predicted the dynamics of molecular system using the novel model with high accuracy ( RMS < 0.1 %)

2) Developed a model to predict total energy of Clathrate Hydrates, using precise least-squares fitting of "purified" symmetrization polynomials. The new model highly reduces computational cost of the method of high order polynomials.

Research Assistant (Ph.D. Student)

Shiraz University - 2006-09 - 2012-12

EDUCATION

Ph.D. in Computational Chemistry

Shiraz University

M.Sc. in Computational Chemistry

Shiraz University

B.Sc. in Chemistry. Applied chemistry

Azad University

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