Javier Peñuela
Machine Learning Engineer, Co-Founder
Perfil profissional
Machine Learning Engineer with a PhD in Engineering Systems , specializing in data-driven modeling , ML , AI , deep learning , and LLMs . Skilled in predictive modeling , end-to-end ML solutions , data pipelines , and mentoring . Strong Python , SQL , and cloud expertise
Experiência de trabalho
Developed LLM-based agents for multilingual, multi-role tutoring. Led product optimization, MVP validation, and engineering team. Delivered real-time AI tutoring via Telegram.
realização principalDesigned and deployed LLM-based tutoring agents, led A/B testing for model and prompt optimization, secured $15,000 grant, built Telegram AI tutoring platform, managed a team of 4.
Built ML pipelines for energy systems, synthetic data, model validation, and publication. Advanced ML-based control in energy systems.
realização principalDeveloped ML/DL models (CNNs, RNNs, PINNs, BML) for time-series prediction and control. Published 3 papers, led full ML pipelines for reproducible research.
Supported instruction in energy and innovation courses, developed materials, led labs, improved engagement and problem-solving.
realização principalMentored 500+ students, led seminars and workshops, designed educational materials, delivered top-ranked interdisciplinary course.
Formação acadêmica
Skolkovo institute of science and technology (skoltech) | Doctorado
