About me
Passionate Data Scientist and Quantum Computer Scientist with a Physics and Mathematics degree from UAM and UNAM, respectively. Skilled in Python, R, C++, Java, SQL, and cloud technologies. Experienced in machine learning and big data, currently developing a quantum computer simulator with Qiskit. Open to challenging data science projects.
What i'm doing
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Cloud Compute
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Machine Learning
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High Performance Computing
Data Analytics
Quantum Computing
Algorithm Design
Testimonials
Where I've been working
Resume
Education
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Metropolitan Autonomous Univesity
B.Sc. Physics 2019 — 2023Concentration in Quantum Computing.
GPA: 3.72/4.00
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National Autonomous University of Mexico
B.Sc. Mathematics 2020 — 2024Concentration in Computer Science.
GPA: 3.80/4.00
Experience
- - Created engaging educational materials and interactive lesson plans to foster student learning and enhance comprehension.
- - Guided students in mastering High Performance Computing techniques, empowering them to develop robust algorithms and innovative solutions.
- - Designed and optimized CUDA scripts for various optimization problems, significantly improving algorithm assessment efficiency and enhancing students' practical coding skills through collaborative projects.
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Undergraduate Researcher
Abdus Salam International Centre for Theoretical Physics Trieste, Italy May/2024- - Implemented advanced topics in Mathematics for machine learning, improving training efficiency on complex data by 40%
- - Analyzed large amount of data using Topoogical Data Analysis techniques
- - Engineered advanced high-dimensional statistical Python code to assess machine learning algorithms, reducing computational time by 40% and increasing algorithm evaluatin accuracy by 25% in a team of 4 data scientists.
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Data Science Intern
Didi Chuxing Technoloy Co. CDMX, Mex. Jun/2023-Oct/2023- - Developed advanced Python algorithms to develop robust data models for Dark Kitchen DiDi in LATAM; facilitated strategic decisions that boosted operational efficiency by 30% and reduced data processing time by 50%
- - Built Power BI dashboards, focusing on data quality to highlight key performance metrics and actionable insights
- - Enhanced dat accuracy by 25% through rigorous data cleaning and validation processes
- - Collaborated with cross-functional teams to integrate data sources and optimize reporting workflows
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Data Science Researcher
Metropolitan Autonomous University CDMX, Mex. May/2021-Oct/2024- - Designed of object-oriented code to create a database for the 2D Ising Model
- - Implemented parallel computing techniques, achieving a 33% increase in code efficiency
- - Leveraged high-performance computing patterns using MAX PLANCK INSTITUTE resources, enhancing computational efficiency by 40% and accelerating mathematical simulations by 25%, leading to groundbreaking research advancements in theoretical mathematics.
- - Executed complex data analysis leveraging PySpark and Matplotlib, uncevering insights that improved data processing efficiency by 30%
- - Created Convolutional Neural Network (CNN) for predictions, achieving an accuracy of 93%
Teaching Assistant
Faculty of Sciences, UNAM CDMX, Mexico Aug/2024 - PresentMy skills
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Sotware Development
88% -
Artificial Intelligence Development
90% -
Analytical Thinking
95% -
Teamwork
93%
Portfolio
Articles
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How to Add Two Integers in a Quantum Computer? Applications of the Quantum Fourier Transform
Explore the applications of the Quantum Fourier Transform.
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Analysis of the Correlation of Physical, Topological, and Geometric Variables in the Phase Transition of a 2D Ising Model
Explore the correlation between physical, topological, and geometric variables to explain a 2D Ising Model.
Blog
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Videogames I Recommend
Explore my favorite video games that I highly recommend for all types of gamers.
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Music I Like Listening to
Discover the music that inspires me, from classical to modern genres.
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Paint I Love Looking at
A showcase of stunning paintings that captivate my imagination and soul.
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Books I Have Read
A list of books that have left a lasting impression on me.
Contact