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andres-ricoq/README.md

Hi, I'm Andres Rico

Mechatronics Engineer | AI Engineer | Database & Data Solutions

Passionate about Artificial Intelligence, Machine Learning, database administration, and data-driven systems. Experienced in predictive modeling, optimization, cloud databases, and AI-powered applications.

Areas of Interest

  • Artificial Intelligence
  • Machine Learning
  • Database Administration
  • Data Engineering
  • Generative AI
  • Cloud Databases
  • MLOps
  • Data Analytics

Featured Projects

AI Support Ticket Analyzer

AI-powered support ticket analysis platform combining:

  • FastAPI backend.
  • Google Gemini integration.
  • Streamlit dashboard.
  • SQLite database.
  • Simplified RAG architecture.
  • Ticket classification and prioritization.
  • Support policy question answering.

Technologies: Python, FastAPI, Gemini, Streamlit, SQLAlchemy, SQLite.

Enterprise PostgreSQL Administration

PostgreSQL administration project covering:

  • Backup & Recovery.
  • Monitoring.
  • Security.
  • Incident Management.
  • Cloud deployment.
  • SQL optimization.
  • Bash automation.

Technologies: PostgreSQL, pgAdmin, Linux, Bash, Neon.

Hypertension Risk Prediction

Machine learning project for healthcare risk prediction using classification models and hyperparameter optimization.

Technologies: Python, Scikit-learn, Pandas.

Breast Cancer Classification

Implementation of Logistic Regression optimization using:

  • BFGS.
  • Gradient analysis.
  • Hessian analysis.

Bike Demand Prediction

Regression and demand forecasting models for urban mobility.

Technical Skills

Programming

  • Python
  • SQL
  • JavaScript
  • Bash

AI & Data Science

  • Machine Learning
  • Scikit-learn
  • Pandas
  • NumPy
  • SciPy
  • Generative AI
  • Prompt Engineering

Backend & APIs

  • FastAPI
  • REST APIs
  • SQLAlchemy
  • Streamlit

Databases

  • PostgreSQL
  • SQLite
  • Database Administration
  • Query Optimization
  • Backup & Recovery

Tools

  • Git
  • GitHub
  • Linux
  • VS Code
  • pgAdmin
  • Neon PostgreSQL

Current Focus

  • Artificial Intelligence Applications
  • Database Administration
  • Generative AI Systems
  • Data Engineering
  • Cloud Databases

Contact

LinkedIn: https://linkedin.com/in/andresricoq

Phone: (+57) 3154054019

Pinned Loading

  1. bike-demand-prediction-ml bike-demand-prediction-ml Public

    Machine learning models to predict bike rental demand using environmental and temporal data, supporting sustainable mobility planning.

    Jupyter Notebook

  2. hypertension-risk-ml hypertension-risk-ml Public

    Machine learning models to predict hypertension risk using clinical and lifestyle data, supporting early detection and preventive healthcare.

    Jupyter Notebook

  3. logistic-regression-breast-cancer logistic-regression-breast-cancer Public

    Logistic regression implementation and analysis using Python, including data preprocessing, visualization, and model evaluation.

    Jupyter Notebook

  4. breast-cancer-logistic-regression-optimization breast-cancer-logistic-regression-optimization Public

    Logistic Regression optimization on Breast Cancer dataset using BFGS with gradient, Hessian, and decision boundary analysis

    Jupyter Notebook

  5. ai-support-ticket-analyzer ai-support-ticket-analyzer Public

    AI-powered support ticket analyzer built with FastAPI, Gemini, SQLite and Streamlit.

    Python 1

  6. enterprise-postgresql-administration enterprise-postgresql-administration Public

    Enterprise PostgreSQL Administration Project - DBA Semisenior Technical Challenge

    Shell