Highly skilled expert in Economics and Econometrics, specializing in advanced statistical modeling and in-depth analysis of time series data.
Recent Students: 4 |
Total Hours: 4 |
Last Online: |
All-time Students: 4 |
Total Classes: 8 |
Signed Up: |
Recent Students: 4 | Total Hours: 4 | Last Online: |
All-time Students: 4 | Total Classes: 8 | Signed Up: |
I am an experienced Econometrics and Data Science consultant, specializing in advanced econometric techniques for solving real-world problems. My work across diverse projects has provided valuable insights from both industry and academia. I am committed to continuous learning and skill improvement.
I am an economist with two master's degrees from Georgetown University and Universidad Carlos III de Madrid. Currently, I am a PhD(c) candidate with over seven years of experience. I have worked with enterprises, startups, university professors, and students around the world on various projects. This experience has given me a unique combination of insights from industry and academia.
1️⃣ Projects in Industry
I have worked as a Data Scientist, Data Analyst, and business researcher seeking optimal solutions for businesses. My previous projects include, among others:
✅ Developed forecasting models for financial time series analysis to investor decisions.
✅ Implemented program evaluation models to assess the impact of business decisions
✅ Data cleaning, statistical analysis, and predictive modeling using Python and R
✅ Measuring policy effectiveness and creating indexes.
✅ Data visualization with dashboards using Power BI to extract useful information
✅ Developing Application Programming Interfaces (APIs) and Shiny Apps to address business in R
✅ Machine learning techniques such as lasso, ridge, for Business problems in R and Python
✅ Administering databases using SQL to extract valuable information through statistical techniques
2️⃣Projects in Academia
I have worked as a private tutor, thesis advisor, and research assistant. My previous projects include, but are not limited to:
✅ Co-authoring research papers for journal publication and
✅Research assistant: Literature review, academic writing, and Latex edition of papers.
✅ Collaborating with PhD students and researchers to estimate econometric models
✅ Tutoring students in Macroeconomics, Microeconomics, Game Theory, and Statistics
✅ Providing tutoring and research advice for bachelor’s and master’s theses
Since June 2024, I have been serving as a Professor of Macroeconometrics and Microeconometrics at Universidad Privada San Francisco de Asís (USFA), teaching at the Master’s level. Previously, I worked as a Teaching Assistant at Universidad Carlos III de Madrid from January 2022 to July 2023, where I supported courses in Econometrics and Game Theory for Bachelor’s programs. Earlier in my career, I also held a teaching role at Universidad Alberto Hurtado in July 2018, providing valuable academic support during that period.
✅Econometrics: Panel Data Analysis, Cross-Sectional Analysis, Generalized Method of Moments (GMM), Instrumental Variables (IV), Structural Equation Modeling (SEM), Fixed Effects Model, Random Effects Model, Difference-in-Differences (DiD), Bayesian Econometrics, Regression Analysis, Maximum Likelihood Estimation (MLE), Quantile Regression, Endogeneity, Causal Inference
✅Time Series Analysis: ARIMA Modeling, Seasonal Decomposition, Exponential Smoothing, State Space Models, Cointegration, Vector Autoregression (VAR), Autoregressive Moving Average (ARMA), Unit Root Testing, Granger Causality, Kalman Filter, Forecasting Accuracy, High-Frequency Data Analysis, Long Memory Processes, Frequency Domain Analysis
✅Tutoring (Microeconomics and Macroeconomics): Microeconomic Theory, Consumer Behavior, Market Structure Analysis, Game Theory, Perfect Competition, Monopolistic Competition, Macroeconomic Models, IS-LM Model, AD-AS Framework, Economic Growth Models, Monetary Policy, Fiscal Policy, International Trade, Public Economics, Labor Economics, Development Economics, Environmental Economics
✅DSGE Modeling: Dynamic Stochastic General Equilibrium (DSGE), New Keynesian Models, Real Business Cycle (RBC) Theory, Endogenous Growth Models, Log-Linearization, Shock Analysis, Calibration and Estimation, Stochastic Simulation, Impulse Response Functions (IRFs), Bayesian Estimation of DSGE Models, Policy Analysis with DSGE, Dynare, Model Selection, Parameter Estimation, Policy Rules
✅Data Science: Exploratory Data Analysis (EDA), Data Wrangling, Data Preprocessing, Dimensionality Reduction, Feature Selection, Data Cleaning, Hypothesis Testing, A/B Testing, Ensemble Methods, Clustering, Association Rules, Natural Language Processing (NLP), Big Data.
✅Machine Learning: Supervised Learning, Unsupervised Learning, Deep Learning, Neural Networks, Support Vector Machines (SVM), Decision Trees, Random Forests, Gradient Boosting Machines (GBM), K-Nearest Neighbors (KNN), Principal Component Analysis (PCA).
Verified
I am a highly qualified professional with expertise in data analytics, economic analysis, and public policy. My skills encompass a strong foundation in statistics, statistical modeling, and data science, enabling me to extract insights from complex datasets and drive evidence-based decision-making. I specialize in time series analysis, leveraging advanced techniques to forecast trends and analyze dynamic economic systems. With extensive experience in research and economics, I excel at translating data into actionable strategies that address policy challenges and foster economic growth.
Weekdays | Weekends | |
---|---|---|
Morning | ||
Afternoon | ||
Evening |