Dedicated Research Assistant with a focus on exploring cognitive phenomena through eye-tracking methods and statistical analysis. My work spans diverse applications, from reading tasks to image interpretation in fields such as medicine and hydrocarbon exploration.Main Project: "Eye-tracking as a Proxy for Text Complexity and Coherence"-Investigated visual attention using a binary model for fixation sequences, akin to an Ising system.-Integrated this model into the Maximum Entropy Model, revealing potential indexes as proxies for text complexity and coherence.-Validated results through an extensive internet reading survey.-Published findings in the peer-reviewed scientific journal PLOS ONE, IF 3.752 (1st author).Acted as the primary author, contributing to every phase of the research process.Secondary Project: "Saliency-Driven Systems Models for Cell Analysis with Deep Learning"-Recorded eye fixation maps of cytopathologists analyzing pap smear slides in real-world conditions.-Compared fixation maps with saliency prediction algorithms, assessing their reliability in identifying clinically relevant cells.-Published results in "Computer Methods and Programs in Biomedicine", IF 7.027 (3rd author).Participated in the design of the research strategy, led experiments, and performed data extraction.Additional Contributions (ongoing):-Contributed to a statistical study of eye microfixations.-Contributed to a study of visual interpretation of seismic images through eye-tracking.Academic and Teaching Engagement:-Assisted in designing and delivering laboratory classes for 1st-year college students across three semesters.-Engaged in coursework, including Python for Machine Learning and statistical modeling.

Teaching Experience:Freelance Project - Private Classes (University Level):Led a collaborative freelance initiative with colleagues, delivering private classes for first-year university students. I assumed the responsibility for teaching physics, contributing to the overall success of the project.High School Physics Instructor:Taught physics courses at the high school level. Developed and implemented educational strategies to engage students, fostering a conducive learning environment.

Dissertation Project: "Synchronization in scale-free networks: The role of finite-size effects"As the main author, I led a comprehensive investigation into synchronization problems in complex networks, focusing on the surface relaxation growth model in scale-free networks with 2.5 < λ < 3. The study explored the scaling behavior of fluctuations in the steady state concerning the system size N. Key contributions include:-Network Topology Exploration:Delved into scale-free networks with degree distribution P(k) ∼ k−λ, widely applicable in various fields such as neurobiology and e-commerce.-Fortran Programming for Network Simulation:Acquired skills in Fortran to create and simulate a network using the surface relaxation growth model. -Data Analysis and Findings:Conducted a detailed analysis of synchronization phenomena, revealing a novel behavior of fluctuations characterized by a crossover between logarithmic and constant regimes at a system size N∗ dependent on λ. Analyzed the role of network heterogeneity produced by the system size N and the exponent of the degree distribution. Engaged in collaborative discussions with peers to interpret findings.-Article Writing and Publication:Authored the publication titled "Synchronization in scale-free networks: The role of finite-size effects," published in the peer-reviewed journal EPL -European Physics Letters (1st author).

As a teaching assistant, I collaborated in introductory Physics courses, covering fundamental topics like Mechanics, Electromagnetism, and Wave Mechanics. Engaging in practical classes, my role involved assisting with problem-solving, addressing inquiries, and aiding in corrections. These courses were part of the undergraduate programs at the Faculty of Exact and Natural Sciences (FCEyN). These positions were secured through competitive selection processes.