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A

Alberto C.

Graduate Research Assistant, University of Maryland (statistical validation and reproducibility checks)

USA flagBaltimore, Usa

Key Skills

Software

Other

Top Subject Matter

Economics research and econometric analysis
Economic and financial modeling
Quantitative economic research and forecasting

Top Data Types

Computer Code ProgrammingComputer Code Programming

Top Task Types

No task types listed

Freelancer Overview

Graduate Research Assistant, University of Maryland (statistical validation and reproducibility checks). Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Arts, University of Maryland, College Park (2018) and Bachelor of Science, Towson University (2016). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation and Rating.

Labeling Experience

Economic Research Analyst, Maryland Policy and Market Research Group (quant model evaluation and data validation)

Other

Designed and evaluated quantitative models and multi-step analytical problems with a focus on validity and reliability. Validated statistical outputs using Python and assessed forecasting assumptions, constraints, and model limitations. Conducted large-scale data analysis to identify inconsistencies and produce structured, reproducible reports grounded in logical reasoning. • Python-based statistical output validation (NumPy, Pandas, SciPy) • Forecasting assumption and limitation assessment • Large-scale inconsistency detection and reliability improvement • Generation of clear, reproducible analytical reports

2020 - Present

Junior Economist, Capital Insight Consulting (model validation and analytical accuracy checks)

Other

Supported the development and validation of quantitative and statistical models, including dataset cleaning and verification for analytical accuracy. Applied regression analysis to evaluate economic and financial trends and ensure results aligned with model specifications. Built structured datasets and dashboards to support reporting and insight generation based on validated computations. • Dataset cleaning, transformation, and verification • Regression analysis validation for trend evaluation • Structured dataset preparation for reporting • Dashboard building to present validated analytical results

2018 - 2020

Graduate Research Assistant, University of Maryland (statistical validation and reproducibility checks)

Other

Conducted statistical validation and reproducibility checks to verify research outputs and ensure analytical correctness. Applied econometric methods to analyze datasets with an emphasis on accuracy, consistency, and assumption checking. Reviewed results to detect errors and validate findings against expected methodological criteria. • Reproducibility and statistical validation of research artifacts • Assumption testing for econometric analyses • Error detection and consistency checks across reporting • Ensured methodological accuracy for data-driven conclusions

2016 - 2018

Education

U

University of Maryland, College Park

Master of Arts, Economics

Master of Arts
2016 - 2018
T

Towson University

Bachelor of Science, Economics

Bachelor of Science
2012 - 2016

Work History

M

Maryland Policy and Market Research Group

Economic Research Analyst

Baltimore
2020 - Present
C

Capital Insight Consulting

Junior Economist

Washington
2018 - 2020