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  • Energy Computer Systems
  • Bogotá DC

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  1. final-project-master-degree final-project-master-degree Public

    Databricks notebook for Speech-to-Text (STT), Word Error Rate (WER), and semantic analysis, leveraging a Data Lake and ChatGPT, with reproducible unit tests (Master's thesis in Data Engineering).

    Jupyter Notebook

  2. rag-api-vs-local rag-api-vs-local Public

    Retrieval-Augmented Generation (RAG) framework that compares cloud APIs and local LLMs for PDF-based question answering, semantic retrieval, and document intelligence.

    Python

  3. onprem-etl-orchestrator onprem-etl-orchestrator Public

    ETL framework for on-premise database integration, supporting automated extraction, transformation, and loading workflows across relational data sources.

    Python

  4. energy-load-forecasting-app-en energy-load-forecasting-app-en Public

    Machine learning application for electrical load forecasting, deployed with Streamlit for interactive energy demand prediction and visualization.

    Python 1

  5. big-data-pyspark-exercises big-data-pyspark-exercises Public

    Collection of PySpark and Big Data notebooks covering data engineering concepts, distributed processing, and practical Spark exercises.

    Jupyter Notebook

  6. speech-nlp-etl-engine speech-nlp-etl-engine Public

    ETL and NLP engine for processing call center conversations, generating speech analytics, keyword extraction, and quality metrics.

    JavaScript