Miguel Paço
@miguelpao
Theoretical physics researcher who builds Python simulations to bridge quantum theory and experiments.
What I'm looking for
I’m a theoretical physics researcher who contributed to “MATinMOL - Matter waves in Moiré lattices,” where I explored how to connect complex quantum models to experimental realities. I wrote Python code to simulate complex nonlinear quantum systems and used that work to support my master’s thesis.
In my research, I used Numpy and Matplotlib to process and visualize simulation data. I focused on studying how to transform the theoretical system to an experimental setting, culminating in my thesis, “Bose-Einstein Condensates in asymmetric quasi-periodic lattices.”
In parallel, I work as an R&D Technician at Arfit Climatização, developing internal tools for simulation and calculation of machine properties. I model the behavior of technical parts and machines, analyze and represent internal technical data, and document and analyze the product development cycle.
My technical toolkit spans scientific computing and modern ML frameworks—Python, Tensorflow, PyTorch, and SQL—along with visualization and reporting through Matplotlib and PowerBI. I also bring applied engineering skills (Solidworks, ZWCAD) and cloud capability with AWS, and I enjoy mentoring and leadership as an assistant taekwondo coach.
Experience
Work history, roles, and key accomplishments
R&D Technician
Arfit Climatizc˜o
Sep 2025 - Present (7 months)
Developed internal tools to simulate and calculate machine properties, modeled the behavior of technical parts, and analyzed, represented, and reported internal technical data. Documented and analyzed the cycle of product development.
Researcher
Faculdade de Ciências da Universidade do Porto
Jun 2023 - Jun 2025 (2 years)
Participated in the MATinMOL project and wrote Python simulations for complex nonlinear quantum systems. Used NumPy and Matplotlib for data processing/visualization and worked on translating the theoretical model to an experimental setting, culminating in a master’s thesis on Bose-Einstein condensates in asymmetric quasi-periodic lattices.
Education
Degrees, certifications, and relevant coursework
Faculdade de Ciências da Universidade do Porto
Master’s in Theoretical Physics, Theoretical Physics
2021 - 2023
Completed a Master's in Theoretical Physics. Wrote a master’s thesis on Bose-Einstein condensates in asymmetric quasi-periodic lattices.
Faculdade de Ciências da Universidade do Porto
Bachelor’s in Physics, Physics
2018 - 2021
Completed a Bachelor’s in Physics.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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