Senior Research Associate
CurrentLLMs, ML, Safety — Interpretability, Capabilities, and Ethics.
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Juan Vazquez is listed as Independent Researcher | LLMs and Quantum Physics at Arb Research, based in Greater Dublin, Ireland. AeroLeads shows a matched LinkedIn profile for Juan Vazquez.
Juan Vazquez previously worked as Senior Research Associate at Arb Research and Research Assistant in AI at Adapt Centre. Juan Vazquez holds Bachelor'S Degree, Theoretical And Mathematical Physics from Trinity College Dublin.
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I care about building useful systems that help people and are safe. I like to understand how convoluted programs work and decipher what is going on inside. I'm also a tinkerer and love starting random code-based projects or other exciting ventures where I can learn new things and do something useful with my time.I do research in ML interpretability, capabilities, and ethics. In the past I've worked on advanced materials, numerical methods and sustainable architecture.You can read some of my public research work here: https://scholar.google.com/citations?user=1jpQzAYAAAAJ&hl=en&oi=aoSome of my other interests include (but not limited to) metascience, human psychology, history, cooking and endurance running.(LinkedIn is another social media app, I do not need to be looking for a job and you do not need to be offering one, feel free to send a message! Bonus points for taking the time to screenshot my header image and asking gpt about it.)
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LLMs, ML, Safety — Interpretability, Capabilities, and Ethics.
Inter-disciplinary research in Large Language Models, Machine Learning, Energy Modeling and Urban Design. Funded by the SFI National Challenge Fund.Outputs:- PLEA 2024 Conference paper on frameworks for energy modelling and building retrofit.
Dublin
Worked on a report submission aiming to study and effectively display the variations in ethnic diversity among postsecondary institutions in the United States of America, by analyzing National Center for Education Statistics (NECS) data accessed using the Integrated Postsecondary Education Data System (IPEDS).Invited participant to the Data Open Championship 2022 organised by Citadel. Won 1st Place in the European Regional Championship.
Dublin, County Dublin, Ireland
Exploring the usage of Decentralized Autonomous Organizations (DAOs) for sustainability purposes.
Dublin, County Dublin, Ireland
Using ROS to design and create open-source mapping and navigation tools using Simultaneous and Localised Mapping (SLAM).
Dublin, County Dublin, Ireland
Used machine learning techniques to study the electro-nuclear spin-phonon coupling and relaxation in molecular qubits. Supervised by Prof Alessandro Lunghi (TCD).
Dublin, County Dublin, Ireland
Conducted a study on the properties of fractal electronic quantum systems. Computationally modelled and analysed the electronic properties of a system with the geometry of three variations of the Sierpinski triangles fractal. Recursive Green's Function Methods and OOP were implemented. Supervised by Prof Stephen Power (DCU).
Dublin, County Dublin, Ireland
Investigated the importance of the order of updates in Monte Carlo computations of quantum fields. This study was performed on an Ising model (1D, 2D and 3D), using different space filling curves as well as in-house produced curves. Supervised by Prof Mike Peardon (TCD).
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Juan Vazquez works for Arb Research.
Juan Vazquez is listed as Independent Researcher | LLMs and Quantum Physics at Arb Research.
Juan Vazquez is based in Greater Dublin, Ireland while working with Arb Research.
Juan Vazquez has worked for Arb Research, Adapt Centre, Autónomo, Citadel, and Trinity College Dublin.
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Juan Vazquez holds Bachelor'S Degree, Theoretical And Mathematical Physics from Trinity College Dublin.
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