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andresgilvicente/README.md
Andrés Gil Vicente

Mathematical Engineering & AI Student - ICAI

Currently focusing on Cloud Computing and Agentic AI.
I combine strong mathematical foundations with advanced programming to solve complex real-world problems.

Skills & Tech Stack

Cloud & Data Engineering

Databases

AI, Machine Learning & Agents

Programming Languages

Tools & Analytics

Featured Projects

Project Description Stack
Padel AI System Autonomous chair umpire for padel. Validates serves (valid or fault) and enables secure access through geometric pattern recognition with a mobile camera. YOLOv8 OpenCV Streamlit
AI Financial News Alerts NLP and Deep Learning course project. Generates financial alerts from news text and optional chart images, with entity recognition, sentiment analysis and chart captioning. PyTorch BiLSTM-CRF DePlot Qwen2.5
AWS Crypto Medallion Pipeline End-to-end crypto data platform on AWS. Bronze, Silver and Gold lakehouse with Glue, S3 and Athena, plus real-time VWAP streaming. S3 Glue Athena Kafka Spark Timestream

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  1. padel-ai-system padel-ai-system Public

    Autonomous chair umpire and computer vision–based security system for padel. Automatically validates serves (valid/fault) and enables secure access through geometric pattern recognition using a mob…

    Jupyter Notebook 11 1

  2. aws-crypto-medallion-pipeline aws-crypto-medallion-pipeline Public

    End-to-end crypto data platform on AWS: Bronze/Silver/Gold lakehouse with Glue, S3 and Athena, plus real-time VWAP streaming with Kafka, Spark and Timestream.

    Python

  3. ai-financial-news-alerts ai-financial-news-alerts Public

    NLP and Deep Learning course project: generates financial alerts from news text and optional chart images, using BiLSTM-CRF NER, attention-based sentiment analysis (separate and joint models), DePl…

    Python

  4. fullstack-ai-assistant fullstack-ai-assistant Public

    Full-stack chat application with JWT authentication and a locally hosted LLM. Next.js, Django REST, PostgreSQL and Ollama, run with a single docker compose command.

    Python

  5. student-performance-ML-predictor student-performance-ML-predictor Public

    End-to-end Machine Learning pipeline for student performance prediction. Features extensive EDA and a comprehensive comparative analysis of Supervised models (Linear, Ensembles, Neural Networks, SV…

    Jupyter Notebook 1

  6. hybrid-DB-AI-recommender-system hybrid-DB-AI-recommender-system Public

    Enterprise-grade hybrid data architecture integrating Relational (MySQL), Document (MongoDB), and Graph (Neo4j) databases to power a scalable e-commerce recommendation engine and analytics dashboard.

    Python 1