Agustin Gabriel Lopez Pedroso
Verified Expert in Engineering
Data Science Developer
Buenos Aires, Argentina
Toptal member since January 15, 2021
With a Ph.D. in nanotechnology, Agustin brings a depth of vision to projects. He developed programs to automatize and analyze measurements using Python 3 and created machine learning algorithms to make predictions that improved the quality of results. At Eidos, Agustin applied his expertise in the private sector as a machine learning consultant, building prediction and forecasting models with databases for educational organizations that significantly elevated the company's capacity.
Portfolio
Experience
- Python - 6 years
- Jupyter Notebook - 4 years
- Predictive Modeling - 4 years
- Data Science - 4 years
- Git - 3 years
- Machine Learning - 3 years
- Classification Algorithms - 3 years
- Scikit-learn - 3 years
Availability
Preferred Environment
Spyder, Jupyter Notebook, Scikit-learn, Python 3, Windows
The most amazing...
...machine learning model I've developed helped Eidos vastly improve their productivity.
Work Experience
Research Intern
National Commision of Atomic Energy
- Developed multiple easy-to-use GUIs using PyQt and PyVisa that allowed the control of various instruments simultaneously and showed the result in real-time.
- Designed algorithms and machine learning models for data analysis to reduce the time required for obtaining results from different measurements.
- Participated in multiple international congresses in nanotechnology, where I presented the results obtained during my Ph.D. studies.
- Capacitated several undergraduate students in different techniques and skills related to nanotechnology and programming.
- Built complex models and simulations to predict and compare the experimental results with the information obtained from the simulations.
Machine Learning Consultant
Eidos
- Developed a machine learning model using the information from previous projects, which helps plan future projects.
- Improved the machine learning model with new information and results from the lasted projects to obtain better results.
- Created reports and presentations before, during, and after the project to help Eidos decide the best strategy for each client.
- Contributed technical computer skills in the preparation of a project related with programming and other computational-related topics.
Experience
Project TEC.LA
My responsibilities included the creation of presentations and reports with results obtained from the data to assist with the planning process. Additionally, I applied a machine learning model, developed using Python 3 and scikit-learn in previous projects, intending to reduce the time required for planning.
Education
Ph.D. in Nanotechnology
University of Buenos Aires - Argentina
Licenciatura (Equivalent to a Bachelor + Master Degree) in Physics
University of Buenos Aires - Argentina
Certifications
Deep Learning Specialization
Coursera
Skills
Libraries/APIs
Scikit-learn, Matplotlib, PyQt 5, NumPy, Pandas
Tools
Spyder, GitHub, Git, Seaborn
Languages
Python 3, Python
Platforms
Windows, Jupyter Notebook, Linux
Other
Machine Learning, Classification Algorithms, Regression Modeling, Microsoft 365, Predictive Modeling, Data Science, Data Analysis, Deep Learning, PyVISA
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