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dfreire770/README.md

Hi, I'm Diego Freire 👋

Senior Software Engineer | Data Engineer | Data Scientist

I am a Senior Software Engineer with over 9 years of experience architecting high-performance data infrastructure and automated pipelines. With a Master’s in Data Science and a background in Systems Engineering, I specialize in transforming large-scale datasets into actionable intelligence through scalable, production-ready solutions.


🛠️ Technical Toolbox

Python JavaScript TypeScript Java C# PL/SQL

Oracle Postgres SQL Server

PyTorch TensorFlow


💼 Professional Experience

Application Developer | CUNY Data Management and Analytics 2018 – Present

  • Agentic AI: Developed CORA, a conversational AI agent using Copilot Studio that humanizes data entry via Microsoft Teams.
  • Automation & ETL: Designed automated ETL pipelines using Python, PL/SQL, and Power Automate.
  • Full-Stack Data Solutions: Engineered custom Oracle APEX applications and plugins, including an integrated User Management solution.
  • Data Governance: Improved enterprise data security by 50% through automated PII detection processes.
  • DevOps: Established Docker-based environments and GitHub CI/CD workflows for collaborative deployment.

Web Developer | Pontificia Universidad Católica del Ecuador

  • Large-Scale Migration: Managed the migration of 500k+ records from legacy systems to SQL Server.
  • Relational Design: Architected complex database schemas for biological taxonomy and geospatial metadata.

🚀 Featured Projects

  • Sol-VAES: Sound generation using Conditional Variational Autoencoders.
  • Spanish Accent Classification: Accent classification model using Scikit-learn and Mozilla Common Voice.
  • Sentiment Analysis: Research paper analysis using BERT and SCI-BERT.
  • Computer Vision: Lane detection using traditional CV techniques and OpenCV.

🎓 Education & Certifications

  • MS in Data Science | CUNY Graduate Center (May 2024)
  • BS in Systems Engineering | Pontificia Universidad Católica del Ecuador (May 2017)
  • IBM Data Engineer Professional Certificate (In Progress)

📫 Connect with Me

  • 📍 Location: New York, NY
  • 📧 Email: diego.ger12@gmail.com
  • 🔗 Links: LinkedIn
  • 🎨 Interests: Game Development (Unity), Music Production, Cycling

Pinned Loading

  1. Machine-Learning Machine-Learning Public

    This repository contains code of assignments for CSC 74020 - Machine Learning.

    Jupyter Notebook

  2. Data-Mining Data-Mining Public

    This repository contains code of assignments for CSC 84040 - Data Mining

    Jupyter Notebook

  3. Data-Visualization Data-Visualization Public

    This repository contains code assigments for CSC 83060 Data Visualization

    HTML

  4. Computer-Vision Computer-Vision Public

    This repository contains code assigments and the final project for CSC 83020 Human and Computer Vision

    Jupyter Notebook

  5. tablemate tablemate Public

    Tablemate is an application that will help you to split a bill when you go out for lunch with friends. Currently in development.

    TypeScript

  6. FindMe FindMe Public

    This application allows users to sign in with google and show the location of all connected users in a map. The idea was to track disabled people, kids or elder in a defined ratio. If they get out …

    Java 1