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Data Analysis, Data Science

Location:
Los Angeles, California, United States
Posted:
August 29, 2017

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EDUCATION

BA Psychology

UC Irvine

****-****

MS Statistics

CSU Fullerton

****-****

PROFESSIONAL

SKILLS

Research Design

Survey/Scale Development

and Validation

Database Management

Data Analysis

(Statistical Modeling and

Machine Learning)

Web Design

Data Visualization

Interpretation and

Presentation of Data

Dashboard Creation

P R O F E S S I O N A L E X P E R I E N C E

Research Assistant

Five Acres / Altadena / 2016 – Present

Analyze clinical data using Excel/VBA, SPSS, and R.

Use inferential statistics to inform senior leadership decision-making

Clinical program evaluation.

Pull, manipulate and summarize clinical data using Oracle SQL. Automate reports with Toad Data Point.

Build Access database: build back-end tables and front-end data entry GUI and automatic reports for clinicians and supervisors.

Mainstream and optimize data processing pipelines.

Mentor research assistants in statistical methods and data analysis. Project Manager

Social Science Research Center / Fullerton / 2015

Create surveys according to objectives of clients

Oversee implementation of surveys through mail or call center

Oversee the collection and scoring/data entry of survey results

Analyse survey results; create narratives of the data meaningful to clients and present through reports and/or powerpoint presentations.

Analysis of CSUF internal data for the Office of the Provost P R O F I L E

I have extensive experience using statistics and machine-learning to find actionable insights in data and then presenting those insights with dashboards, written reports and slide decks. I am also an excellent public speaker and a dynamic presenter. 626. ***. ****

ac12gc@r.postjobfree.com

in/greg-johnson-stats

gregjstats.squarespace.com

Pasadena, CA

S T A T I S T I C I A N & D A T A W H I S P E R E R Greg Johnson

github.com/lgjohnson

R E F E R E N C E S

Data Analysis:

Mastery of: R, VBA, SPSS

Proficient in: Python, Julia, SAS

Learning: Java

Specialized Data Analysis:

Proficient in: WinBUGS, EQS,

flexMIRT

Learning: TensorFlow

Database:

Proficient in: Access, Oracle

SQL, Toad

Big Data:

Learning: Hadoop, Spark

Web Design:

Familiar with: HTML/CSS,

Javascript, JQuery

OS

Proficient in: Windows, Mac

Learning: Linux

A N A L Y T I C S

Categorical Data Analysis

Odds ratios, contingency tables, loglinear and logit models, correspondence analysis

Linear Models and Extensions

General (OLS, ANOVA, MANOVA), generalized (logistic, Poisson, NB, etc.), multilevel (mixed effects), penalized (lasso, elastic net), GAMS and MARS

Biostatistics

Survival Analysis, Gene Shaving, Biclustering

Statistical Programming

Numerical integration, nonlinear and combinatorial optimization, bootstrapping, EM algorithm, MCMC for Bayesian applications

Time-Series & Spatial Statistics

Box-Jenkins, SARIMA, geostatistics, analysis of Lattice data and Point Processes

Covariance Structure Analysis

Canonical Correlation Analysis, Confirmatory Factor Analysis, Structural Equation Modeling

Machine Learning

Random Forests, Support Vector Machines, Discriminant Analysis, Cluster Analysis, Deep Learning (fully-connected, Bayesian, and Convolutional neural nets)

Dimension Reduction & Latent Variable Models

Principal Components Analysis/Regression, Partial Least Squares, Projection Pursuit, Exploratory Factor Analysis, Gaussian Mixture Models

(LCA & LPA)

Psychometrics

Scale Development & Validation, Item Response Theory INTERESTS

Rock Climbing

Cooking

Pure Math

TECHNICAL SKILLS

PROJECTS

Spatial Analysis of

California UFO Sightings

Using Bayesian Neural Nets

to Classify Nonlinear Data

Five Acres: Predicting

Foster Home Placement

with Random Forests

Black Swan Consulting:

Logo Recognition Algorithm

**The write-ups for these projects

and more are on my Github

Mo r t aza Jamsh i d i an

Pro f essor o f St a t i s t i cs

800 N State College Blvd, Fullerton

INSERT HERE

ac12gc@r.postjobfree.com

Jona t han Wong

Da t a Ar ch i t ec t

760 W Mountain View St, Altadena

626.***.****

INSERT HERE

Sam S i r a f i

Da t a Sc i en t i s t

26170 Enterprise Way, Lake Forest

(415) ***-****

ac12gc@r.postjobfree.com

Ka t he r i ne Tsa i

Resea r ch Di rec tor

760 W Mountain View St, Altadena

626.***.**** x3145

ac12gc@r.postjobfree.com



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