Data Analyst Scientist

Diana Golman, PhD

669-***-**** *****.***@*****.*** San Jose, California

EDUCATION

Ph.D. in Psychology, a direct track for students with high academic performance. Tel Aviv University, Israel. 2008-2016 -(During this years : clinical training, PhD studies and Analyst work) Human-computer interaction by Georgia Tech-Online courses 2021 SUMMARY

RELEVANT EXPERIENCE

Springboard Data Science Career Track 2022- 8 month DATA SCIENCE

1:1 industry expert mentor oversight, and completion of 2 in-depth portfolio projects. Mastered skills in Python, SQL, data wrangling, data visualization, hypothesis testing, and machine learning. My project address the problem of fake accounts on social media. I performed all steps: data wrangling, exploration, preprocessing, and model selection. Trained and evaluated several models with parameter tuning: Random Forest with para, SVM, ridge regression classifier, and more. I've selected an ensemble model - HistGradient Boosting Classifier that has the best scores in the evaluation process. In my work, I used Python libraries like Pandas, Sklearn, Matplotlib, Seaborn, and Scipy. New startup XOOLOOLOO project 2021

USER EXPERIENCE RESEARCHER

Delivered results that informed business and product decisions. Improved product by identifying users' needs. Planed and executed all stages of research; various research methods. Consulted and established best standard practices in user research, data collection, and data analysis. Communicated insights to multidisciplinary team members. Continuing Education for Social services 2007-2008 CUSTOMER EXPERIENCE ANALYST

Data Science and Data Analytics Professional with 8+ years of experience planning and executing quantitative and qualitative research (Analyst, UX, marketing, CX, and academia). I'm utilizing Python, and SQL, for the entire data analysis workflow including data wrangling, data, storytelling, data visualization, exploratory data analysis, and applying machine learning models to big data solutions. I'm seeking a Data Scientist or Data Analyst opportunity in the health, and mental health tech field. Please check out my Github!

LINKEDIN / MY GITHUB

Performed data analysis of all surveys and recommended improvements to stakeholders to develop a better educational product.

Marketest 2006-2007

Designed surveys and analyzed data to assess customer satisfaction, Performed benchmark research, and communicated insights to guide marketing strategies RESEARCH ANALYST AND PROJECT MANAGER

OTHER EXPERIENCE AND POSTDOCTORAL TRAINING

Psychology postdoctoral experience Goodwill Industries, San Jose CA 2017-2019 Educational Psychologist and clinical trainee 2008-2016 SKILLS

LANGUAGES: PYTHON (PANDAS, NUMPY, SCIKIT-LEARN, PYSPARK, SCIPY, STATS MODEL), SQL DATA VISUALIZATION: MATPLOTLIB, SEABORN

MACHINE LEARNING: HYPOTHESIS TESTING, A/B TESTING, MULTIVARIATE ANALYSIS, LINEAR REGRESSION, LOGISTIC REGRESSION, CLASSIFICATION (E.G. HISTGRADIENT BOOSTING CLASSIFIER), KNN, RANDOM FOREST, NAIVE BAYES, K-MEANS CLUSTERING, NEURAL NETWORKS, KERAS, TENSORFLOW AND MORE...

Contact this candidate