Ernesto Avila-domenech
Data Scientist
Spain
Summary
👤
Senior🎓
Top SchoolErnesto Avila-domenech is a data scientist and AI specialist with over a decade of hands-on experience building production-grade LLM systems, RAG pipelines, and OCR-driven document processing for complex, real-world corpora. He combines academic rigor as a PhD student with practical engineering—designing deterministic extraction pipelines, embedding-index strategies, and microservices (FastAPI, ChromaDB, PG-Vector) that turn messy administrative PDFs into searchable knowledge. A founder-in-waiting, he’s currently applying his expertise to public procurement and insurance automation, integrating AWS Bedrock, Textract, and custom chunking to improve semantic search and answer synthesis. Comfortable across the stack—from Python and PyTorch to CI/CD and BI reporting—he has a track record of turning disruptive ideas into tangible SaaS products. Notably, his work emphasizes reproducible, ethically minded language-model solutions and pragmatic engineering choices that prioritize deterministic outputs in otherwise noisy document domains. Based in Spain, he blends research, entrepreneurship, and production experience to solve multilingual, multimodal information challenges.
11 years of coding experience
17 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at Camagüey UniversityPhD student Computer's science, PhD student Computer's science at Universidad Central “Marta Abreu” de Las Villas (UCLV)Bachelor's degree Computer and Information Sciences General, Bachelor's degree Computer and Information Sciences General at Informatic Science University, Havana
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (23)
mobile-application8
algorithm8
crossword7
solidworks7
cuba6
flutter5
flask-httpauth5
marshmallow5
api5
duplicate-detection5
pii4
docker-image4
sensitive-data4
python4
flask4
Programming languages (6)
Github contributions (5)
EroPerez/dhmdi
Oct 2018 - Nov 2018
Data Hiding Methods In Digital Images
Contributions:40 commits in 27 days
pythonsensitive-dataduplicate-detectionics-securityhiding
eadomenech/covid19cubadata.github.io
Apr 2020 - May 2020
Covid19 - Dashboard for Cuba
Contributions:28 pushes, 8 branches in 21 days
covid19-dashboardcubadashboard
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