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Ignacio-ibarra/README.md

Hi, I'm Ignacio Ibarra

Economist | Data Analytics Engineer | M.Sc. Student in Data Mining & Knowledge Discovery (KDD)

I'm a data professional with a background in Economics and more than 8 years of experience working across data engineering, analytics, machine learning, and data products.

My work focuses on designing end-to-end data solutions: from data ingestion and processing to modeling, analysis, and delivery. I enjoy building systems that transform heterogeneous data sources into reliable and actionable information.

What I Work On

  • Data engineering and ETL pipelines
  • Machine learning and statistical modeling
  • Customer analytics and segmentation
  • Data enrichment from public and private sources
  • LLM-powered information extraction and knowledge discovery
  • Backend services and data applications
  • Analytics platforms and decision-support tools

Current Interests

  • Knowledge Discovery in Databases (KDD)
  • Entity Resolution and Record Linkage
  • Customer Segmentation and Clustering
  • Enterprise Applications of LLMs
  • Information Extraction from Unstructured Data
  • Production Machine Learning Systems

Tech Stack

Languages

Languages

Machine Learning & MLOps

ML

Cloud

GCP

Containers

Docker

Databases

Databases

APIs & Data Applications

APIs

Version Control

Git

"Building data products that combine engineering, analytics, and machine learning."

Pinned Loading

  1. Approximate-String-Matching Approximate-String-Matching Public

    HTML 1

  2. Anomaly-Detection-with-LSTM Anomaly-Detection-with-LSTM Public

    Jupyter Notebook

  3. unsupervised-rice-image-segmentation unsupervised-rice-image-segmentation Public

    Jupyter Notebook 1

  4. Clustering-for-Exploratory-Analysis-of-Exportations Clustering-for-Exploratory-Analysis-of-Exportations Public

    Jupyter Notebook

  5. mia-dbt-challenge mia-dbt-challenge Public

    Python

  6. WineVarietyClassification WineVarietyClassification Public

    PCA + RegLog with R

    HTML