Wilfredo Torres Calderon
Applied scientist
- Role
- Machine Learning Consultant at U.S. Naval Research Laboratory
- Location
- Champaign, IL, US
- LinkedIn followers
- 500 followers
About Wilfredo Torres Calderon
Postdoctoral Researcher in Computer Science specializing in continual learning and video understanding. My work focuses on building AI systems that can reason about dynamic visual scenes and learn from experience over time. I have led and contributed to DARPA-sponsored projects developing next-generation models for spatiotemporal perception, object-part reasoning, and open-vocabulary video understanding.With a background spanning Civil and Computer Science, I combine knowledge of physical systems with modern machine learning to create explainable, adaptable vision models for complex real-world scenarios.
Experience
Machine Learning Consultant
U.S. Naval Research Laboratory
Jan 2026 — Present
Provided machine learning research and development support. Worked on applied ML problems in a research environment, including model development, experimentation, and analysis in support of government R&D initiatives. Collaborated with researchers to translate theoretical approaches into practical implementations.
Education
Pontificia Universidad Católica del Perú
Graduated, Civil Engineering
2003 — 2008
University of Illinois Urbana-Champaign
Master of Science (M.Sc.), Construction Management
University of Illinois Urbana-Champaign
Doctor of Philosophy - PhD, Construction Management
University of Illinois Urbana-Champaign
Master's degree, Computer Science
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