Experienced in transforming complex data into actionable insights and developing intelligent systems. Currently pursuing an MSc in Artificial Intelligence and Machine Learning at EDEM and preparing for the Google Cloud Professional ML Engineer certification.
- Machine Learning & Predictive Modeling
- Generative AI & LLM Integration
- Business Intelligence & Strategic Analytics
- AI Implementation & MLOps
- Optimization & Advanced Algorithms
- Languages: Python, R, SQL
- AI/ML Frameworks: Scikit-learn, TensorFlow, PyTorch, LLMs & Prompt Engineering
- Data Tools: Power BI, Tableau, Excel, Pandas, NumPy
- DevOps & Cloud: Docker, Git/GitHub, Terraform, Google Cloud Platform (GCP)
- Specialties: Statistical analysis, Data preprocessing, Model deployment, Web Scraping
Developed and compared portfolio optimization models based on Markowitz theory and genetic algorithms, analyzing performance under different market conditions.
Generative AI system using LLMs, integrated with Google Cloud services.
In-depth EDA and preprocessing on highly noisy datasets. Built predictive models to determine disease severity (Highest Grade in Project).
Advanced Agentic workflow using the ADK LoopAgent and SequentialAgent patterns. Features a self-correcting system where a "Reviewer" and "Refiner" iterate up to 10 times to ensure maximum quality in automated technical content generation.
Orchestration of specialized autonomous agents (Book Recommender, Crypto Analyst, and News Analyst) utilizing Tools. Demonstrates intelligent task routing and autonomous function calling to provide expert-level insights across diverse domains.
Development of RAG (Retrieval-Augmented Generation) systems for querying private knowledge bases, optimizing information retrieval and improving LLM response accuracy.
Design of agent-based workflows using LangGraph, enabling the creation of AI systems with memory and cyclical reasoning capabilities for decision-making processes.
- Spanish: Native
- Valencian/Catalan: Native
- English: Professional Working Proficiency
- Italian: Intermediate
- LinkedIn: linkedin.com/in/alejandro-moreno-sapena