COLLABORATE / A CONVERSATION FIRST

Have an
interesting problem?

I’m open to research conversations and selected independent collaborations involving machine learning and AI. A clear question and a little context are a good place to start.

01 / RESEARCH

Developing a new idea.

Attention mechanisms, probabilistic models, time-series methods and experimental evaluation. I’m interested in questions that benefit from both mathematical understanding and implementation.

02 / APPLIED MACHINE LEARNING

Making the model useful.

Classification, entity resolution, forecasting and evaluation methodology. A discussion can start with the problem, the available data and what a useful outcome would mean.

03 / TECHNICAL ADVISORY

A second technical perspective.

Feasibility, model and architecture choices, ML system design and the tradeoffs behind evaluation. These are areas for possible discussion, rather than a list of established client engagements.

04 / PRODUCT THINKING

From possibility to a product.

Reviewing proposed AI capabilities, implementation risks and model-selection choices in the context of the experience you want to build.

START HERE

Tell me what you’re exploring.

Include your name, organization, a short description of the problem and the kind of conversation you have in mind. Keep the initial message free of confidential or sensitive information.

dcabezas@tsc.uc3m.es ↗

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This is my independent website. Potential collaborations are considered individually and remain subject to my existing professional, academic, confidentiality and conflict-of-interest obligations. Employers and institutions do not sponsor or endorse independent work through this site.