
Lucas Pili

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About me
Machine Learning Engineer | Product Owner | PhD in Physics
Education

Escuela Agropecuaria de Tres Arroyos
2004 - 2006Técnico en Producción Agropecuaria
Universidad Nacional de La Plata
2017 - 2022Doctor en Física (PhD in Physics) Approved with Special MentionThesis: 'Simulaciones y experimentos en materiales tipo hielo de spin: dinámica magnética, termodinámica y acoplamiento a la red cristalina'.Advisor: Rodolfo A. Borzi.Place: Physics of Liquids and Biological Systems Institute (IFLYSIB), CONICET-UNLP.

Universidad Nacional de La Plata
2011 - 2017Licenciado en Física (equivalent to M.Sc. in Physics) 9.73Thesis: 'Spin-lattice coupling in the two-dimensional Ising model'.Advisor: Santiago A. Grigera.• I considered a simple Ising magnetic model in two dimensions with Einstein site phonons and studied it using Monte Carlo simulations (developed using Fortran) that take into account both degrees of freedom simultaneously.
Experience

Universidad Nacional de La Plata
May 2015 - Jun 2021Computer Science and General Physics I. Physics Department, School of Exact Sciences. General Physics I and III, Experimental Physics II and IV. Physics Department, School of Exact Sciences. Physics I.Basic Sciences Department, School of Engineering.
Teaching Assistant
Jul 2018 - Jun 2021Undergraduate Teaching Assistant
Jun 2015 - Jun 2018Undergraduate Teaching Assistant
May 2015 - Jan 2015

Instituto de Física de La Plata (IFLP), CONICET-UNLP
Sept 2015 - Jan 2016Research InternUndergraduate Research Training Fellowship granted by the Interuniversity National Council.Advisor: Claudia E. Rodríguez Torres.Research: Growth and study of ferrite thin films with potential application to spintronics.

CONICET
Jan 2017 - Jun 2021PhD Student in PhysicsThesis: 'Studies in magnetic systems with geometric frustration: simulations and experiments'.Advisor: Rodolfo A. Borzi.Place: Physics of Liquids and Biological Systems Institute (IFLYSIB), CONICET-UNLP.• I'm tackling how deformations affects the dynamic and termodynamic of the spin ice, which is an example of frustrated magnetic system (Condensed Matter Physics).• I have developed simulation software (Monte Carlo simulation), mainly in Fortran, to simulate and contrast several models.• I have developed libraries in Python (using also Dash, Docker, Microsoft Azure) for data analysis and data visualization (e.g. see links below).• I have made low temperature experiments here in Argentina and in the Max Planck Institute for Chemical Physics of Solids (MPI-CPfS) on Dresden, Germany. • I have developed several routines in LabVIEW to control the operation and data acquisition of the lab equipment.• So far we have presented our research findings with 4 peer-reviewed publications in international academic journals and at 6 international and domestic scientific conferences. Mostrar menos

Max Planck Institute for Chemical Physics of Solids (MPI-CPfS)
Jan 2018 - Jun 2021Collaborating PhD studentAs part of a larger collaboration, I was twice at the MPI-CPfS, two months each time, in order to investigate the low temperature susceptibility in the spin ice materials Dy₂Ti₂O₇ and Ho₂Ti₂O₇ under uniaxial pressure.The performed experiments were not part of a standard procedure and therefore it was required a lot of development to achieve the desired experimental conditions.

ZoomAgri
Jun 2021 - now* Iterate on commercial or pre-commercial vision-based artificial intelligence models, overseeing training, testing, and analysis for continual improvement.* Enhance product analysis methodologies by introducing novel metrics, visualizations, tools, and automating analysis processes tailored to the detection of varietal purity or physical quality of commodities.* Provide technical expertise to address complex challenges within vision-based AI solutions, offering innovative strategies and solutions to ensure accurate detection and analysis. Mostrar menos
Product Owner
Jan 2024 - nowHead of Analytics
May 2022 - nowMachine Learning Engineer
Jun 2021 - Jan 2022
Licenses & Certifications

Advance certification on th Nano U program
Fundación Argentina de NanotecnologíaOct 2014- View certificate

Google Cloud Platform (GCP) Essential Training for Developers
LinkedInFeb 2021 
Introduction to the methods of scientific knowledge (Postgraduate course)
Universidad Nacional de La PlataNov 2019- View certificate

Azure Essential Training for Developers
LinkedInFeb 2021 - View certificate

Structuring Machine Learning Projects
CourseraFeb 2021 - View certificate

Deep Learning Specialization
CourseraJan 2021 - View certificate

Convolutional Neural Networks
CourseraMar 2021 - View certificate

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
CourseraJan 2021 - View certificate

Neural Networks and Deep Learning
CourseraJan 2021 - View certificate

Apache Spark Essential Training
LinkedInFeb 2021 - View certificate

Advanced Python: Working with Databases
LinkedInFeb 2021 - View certificate

Complete SQL + Databases Bootcamp
UdemyJan 2021 - View certificate

AWS Essential Training for Developers
LinkedInFeb 2021 - View certificate

Introduction to Machine Learning in Production
CourseraJan 2021 - View certificate

Big Data Analytics with Hadoop and Apache Spark
LinkedInFeb 2021 - View certificate

Sequence Models
CourseraJan 2021 
Probability and Statistics in Experimental Physics (Postgraduate course)
Universidad Nacional de La PlataJan 2020- View certificate

Complete Python Developer
UdemyJun 2020 
Order and Disorder on Complex Systems (Postgraduate course)
Universidad Nacional de La PlataNov 2017- View certificate

Complete Machine Learning & Data Science
UdemyNov 2020 - View certificate

Learning MongoDB
LinkedInFeb 2021 - View certificate

Data Structures + Algorithms
UdemyJan 2019 
B2 English Level
Cambridge University Press & Assessment EnglishFeb 2006
Scientific Programming Tools (Postgraduate course)
Universidad Nacional de La PlataJan 2018
Honors & Awards
- Awarded to Lucas Pili'Dr. Joaquín V. Gonzalez' Distinction La Plata City Council dic. 2017 Given to the highest graduation grades of the La Plata National University.
- Awarded to Lucas PiliDistinguished Graduate of year 2016 La Plata National University nov. 2017 Given for outstanding marks during degree studies.
- Awarded to Lucas PiliHonorable mention of the 'Luis Masperi' prize Argentinian Physics Association (A.F.A.) sept. 2017 Given for the Degree Thesis.
- Awarded to Lucas PiliTrophy 'Roberto J. L. de Piero' April 24 Club dic. 2006 Given for the highest graduation grades of Escuela Agropecuaria de Tres Arroyos.
Languages
- spSpanish
- enEnglish
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