プロフィール詳細

プロジェクトを作成

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Islam R.に依頼

United States

Data Scientist/Financial Economist

プロフィール概要

Islam Rizvanoghlu, PhD is an experienced Data Scientist and Economist with an extensive academic and industry experience. During his tenure at the University of Houston, he has worked on various causal inference , optimization and predictive modeling projects, taught a master’s level Data Sience course and supervised capstone projects using machine learning models. Currently, he is working as a Senior Data Scientist at a retail power company, where he builds machine learning models to predict the optimal renewal prices. He is proficient in Python, R, SQL and MATLAB.

専門分野

• ★ Big Data Analytics
• ★ Machine Learning
• ★ Econometrics
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Deep Learning
• ☆ Business Analytics
• ☆ Financial Modeling
• ☆ Statistics
• ☆ Statistical Theory
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Mathematical Statistics
• ☆ Survey Design
• ☆ Trend Analysis
• ☆ Development Economics
• ☆ Python
• ☆ Matlab
• ☆ SQL
• ☆ Excel
• ☆ STATA
• ☆ LaTex
• ☆ R
• ☆ Scikit-learn
• ☆ Oracle
• ☆ Hypothesis
• ☆ Peer Review
• ☆ Research Methodology
• ☆ Survey Design & Methodology
• ☆ Statistical Finance
• ☆ Personal Finance & Budgeting
• ☆ Business Finance
• ☆ Mathematical Finance
• ☆ Investment Management
• ☆ Business Statistics
• ☆ Data-Driven Decision Making
• ☆ International Economics
• ☆ Political Economy
• ☆ Consumer Behavior & Theory
• ☆ Macroeconomics
• ☆ Microeconomics
• ☆ Economic Evaluation
• ☆ Business Intelligence
• ☆ Labor Economics

サービス

• Research
• Consulting
• Data & AI

Research Market Research, Systematic Literature Review

Consulting Financial Consulting

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Big Data Analytics, Data Mining, Data Processing, Data Insights

職務経験

Senior Quantitative Analyst

Woodside Energy

12月 2023 - 現在

Instructional Assistant Professor

University of Houston

9月 2015 - 現在

Senior Data Scientist

NRG Energy

5月 2022 - 11月 2023

学歴

PhD (Economics)

Rice University

8月 2006 - 8月 2012

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Islam Rizvanoghlu, Zafer Akin, Murat Issabayev (2022). Incentives and Strategic Behavior of Professional Boxers . Journal of Sports Economics.

Islam Rizvanoghlu, Levent Bulut (2020). Is gold a safe haven? The international evidence revisited . Acta Oeconomica.

(2019). Optimal choice between local content requirement and fiscal policy in extractive industries: A theoretical analysis . Resources Policy.

(2018). Central Bank Independence and Economic Performance in Caucasus and Central Asian Countries . Journal of Eastern European and Central Asian Research.

(2016). Comment on: “Optimal dynamic production from a large oil field in Saudi Arabia” . Empirical Economics.

(2016). Asymmetric impacts of fundamentals on the natural gas futures volatility: An augmented GARCH approach . Energy Economics.