Sergio Oramas
Senior Staff ML Scientist at Pandora
Greater Barcelona Metropolitan Area Spain
Summary
👤
Senior🎓
Top SchoolSergio Oramas is a Senior Staff ML Scientist with 12 years of experience focused on NLP, recommender systems, music information retrieval and deep learning, currently shaping conversational search and recommendation at Pandora. He leads large-scale LLM fine-tuning, agentic architectures, and multimodal embeddings that fuse text, audio and user signals, while driving ML and data engineering best practices across GCP, AWS and Databricks. A published researcher (h-index 17) with papers in ISMIR, ICASSP, RecSys and ACL, he couples academic rigor from a PhD in Information Technologies with product-minded implementations that improve long-tail artist discovery and personalization. His background in musicology and computer engineering gives him a rare interdisciplinary edge for building music-aware ML systems, and he actively sponsors community initiatives like NLP4MuSA.
12 years of coding experience
21 years of employment as a software developer
Computer Science (5th year and Thesis) Ingeniería informática, Computer Science (5th year and Thesis) Ingeniería informática at INSA Lyon - Institut National des Sciences Appliquées de LyonBachelor's degree Musicology and Ethnomusicology, Bachelor's degree Musicology and Ethnomusicology at Universidad de La RiojaMaster's degree Information Technology in Culture and Heritage, Master's degree Information Technology in Culture and Heritage at Universidad de AlcaláBachelor of Engineering (B.E.) Computer Engineering, Bachelor of Engineering (B.E.) Computer Engineering at Universidad Politécnica de MadridDoctor of Philosophy (PhD) Information Technologies, Doctor of Philosophy (PhD) Information Technologies at Universitat Pompeu Fabra
Spanish, English, French, Portuguese, Italian
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (24)
sound-processing9
music-information-retrieval9
audio9
music9
python-bindings8
lists7
midi7
c-library6
pitch6
unicorns6
synthesis6
machine-learning6
audio-processing6
python6
django6
Programming languages (3)
Github contributions (5)
sergiooramas/phd-thesis
Jul 2017 - Dec 2017
Contributions:156 commits, 3 pushes in 4 months
sergiooramas/elvis
Oct 2015 - Oct 2015
Contributions:1 commit, 25 pushes, 1 branch in 1 day
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.