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  • Inter-American Development Bank
  • Washington, DC

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etorresram/README.md

Hi, I'm Eric

** About Me:**

🔹 Economist & Data Scientist specialized in Economic Research, Data Analysis, Machine Learning and NLP.
🔹 I have experience in macroeconomics, microeconomics, econometric modeling, and economic forecasting.
🔹 I build supervised and unsupervised ML models applied to labor markets and economic analysis.
🔹 I work with Python, R, Stata, and SQL, and leverage Databricks, Spark, and cloud computing.
🔹 Passionate about data-driven decision making and applied AI in economics.

Let's connect:
LinkedIn example

Tech Stack

Programming & Data Analysis
Python R Stata MATLAB

Data Visualization & Reporting
Power BI Tableau Shiny Plotly Dash

Big Data & Cloud Computing
Azure Databricks Amazon SageMaker AWS S3

Development & Version Control
Git GitHub Bitbucket LaTeX

Featured Projects

** GitHub Stats**

💻 GitHub Profile Stats

Eric's Github Stats
  etorresram

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  1. Unsupervised-Learning-Model-for-Job-Postings-Clustering-and-Skills-Identification Unsupervised-Learning-Model-for-Job-Postings-Clustering-and-Skills-Identification Public

    This repository contains Python code blocks that generate indicators and visualizations for analyzing job postings from Google Careers, applied to the case of Argentina from January 2023 to July 2023.

    Jupyter Notebook 2

  2. NLP-and-Embeddings-for-Economic-Sector-Classification-in-Small-Job-Posting-Data NLP-and-Embeddings-for-Economic-Sector-Classification-in-Small-Job-Posting-Data Public

    This project applies various classification models to predict economic sectors based on the 2-digit NAICS classification for job postings. The focus is on working with small samples extracted from …

    Python 1

  3. Estimating-Labor-Markets-Transition-Probabilities Estimating-Labor-Markets-Transition-Probabilities Public

    This repository contains Stata code developed to estimate annual labor market transition probabilities using data from the Brazilian National Household Sample Survey (PNADC).

    Stata 2

  4. District-Level-Population-Trends-in-Peru District-Level-Population-Trends-in-Peru Public

    This repository contains a Dash-based interactive dashboard that visualizes district-level population change in Peru (2007-2022). The data is sourced from the 2007 Census and Population Projections…

    Python 1

  5. Sea-Surface-Temperature-and-Anomaly-Dashboard Sea-Surface-Temperature-and-Anomaly-Dashboard Public

    This repository contains a dynamic dashboard developed using Dash and Plotly in Python. It is designed to visualize and analyze the Sea Surface Temperature (SST) and its anomalies (SSTA) across var…

    Python 1

  6. Fine-Tuning-an-LLM-for-Classification-in-Job-Postings Fine-Tuning-an-LLM-for-Classification-in-Job-Postings Public

    This project applies a fine-tuned Large Language Model (LLM), specifically DistilBERT, to classify job vacancy descriptions into economic sectors based on NAICS codes.

    Python 1