Agustín García Email and Phone Number
Projects:https://github.com/aguxone• 🧪⚗️ Degree in Chemistry obtained at Universidad de Buenos Aires, Argentina, Faculty of Natural and Exact sciences (6-year carreer).• 💻🐍 Software Developer using Python (mostly) and C++ (amongst others) for 2+ years, for scientific programming (mainly Data Science and Machine Learning) and general purpose programming like GUIs and various apps.• 📈📊Experience as student and teacher at the university about selected topics from Machine Learning with Python (mainly by the use of Scikit-Learn)• 🌐💻Experience with web development in fronted (HTML,CSS) and backend (Django) by online courses. Freelance Vue JS developer.• 💵📉 Interest and development of financial predictions for stock market (excel based), motivation for venturing into cryptomarkets.• 🧑🏫Teaching experience at the university and also individual coaching (private teacher) on different scientific topics for all levels, also having skills at dance teaching, vocation for pedagogics, electronics and renewable energies.• 🧑🔬 Experience in chemical lab work, analytical development in pharmaceutical industry (focused on HPLC y and many methods).• Skills : Chemistry, Physical chemistry, Analytical chemistry, HPLC, Data Science, Mathematics, Statistics, Daya Analysis, p-value analysis, Stock market, Finances, Economics, Criptocoins, Markets, Machine Learning, Excel, VBA, Python, C++, Javascript, HTML, CSS, VueJs regex, Django, SQL, MySQL, PostgreSQL, Numpy, Pandas, Seaborn, Matplotlib, Scipy, Statsmodels, Simpy, Plotly, Scikit-Learn, Tensorflow , GUI, Graphical User Interfaces, WxWidgets, ImGUI, Linear Regression, Logistic Regression, Regularization L1 and L2, Ridge, Lasso KNN, Support Vector machines SVM - Linear, RBF, Polynomial, Cross Validation, Classification Metrics, Precision - Recall -F1, ROC curves, Model Selection, Parameter optimization and tuning, Decision Trees, Random Forests, Gradient Boosting DT, Dimensionality Reduction, PCA, Clustering, Neural Networks, CNN, Multi-Layer Perceptron MLP.
Bbva En Argentina
View- Website:
- bbva.com.ar
- Employees:
- 4448
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Data Scientist - Business Advanced AnalyticsBbva En Argentina Jun 2021 - PresentProvincia De Buenos Aires, ArgentinaFrom July 2021 to January 2023.Creation and analysis of SQL databases for different types of investments. -
Web Frontend Developer Vue.Js FreelanceMl4Chemarg Feb 2023 - PresentProvincia De Buenos Aires, ArgentinaDevelopment of a landing page for the machine learning team "ML4arg", written using Vue.js 3 and Vuepress 2. It can be visualized in https://aguxtest.github.io/tallerml_vp2/Development of a landing page for the machine learning team "ML4arg", written using Vue.js 3 and Vuepress 2. It can be visualized in https://aguxtest.github.io/tallerml_vp2/
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Chemical Surveyor - Illicit SubstancesCity Police (Buenos Aires) Apr 2023 - PresentProvincia De Buenos Aires, ArgentinaChemical Surveyor analyst for local Police, in charge of illicit substances chemical samples for it's identification and quantification mainly by gaseous chromatography GC means.Chemical Surveyor analyst for local Police, in charge of illicit substances chemical samples for it's identification and quantification mainly by gaseous chromatography GC means.
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Content Creator For Machine Learning Workshop For Chemistry - Jce PublicationAutónomo Jan 2021 - PresentArgentinao Content creation for a virtual workshop and conduction of the same about machine learning with Python, made toghether with a team of students led by Dr. Diego Onna carried out on 3 different occasions (one during the LatinXChem: a Latin American congress), based on which a pedagogical publication was prepared afterwards (https://www.researchgate.net/publication/353897315_A_Gentle_Introduction_to_Machine_Learning_for_Chemists_An_Undergraduate_Workshop_Using_Python_Notebooks_for_Visualization_Data_Processing_Analysis_and_Modeling). Statistics from post-course surveys showed near the 80% of the students thought that course was useful and raised their interest in machine learning and programming. I explained the topics “introduction to programming”, “basic statistics review” and “regression”. Jupyter Notebooks produced for the workshop (by the team using agile methodology) can be downloaded at https://github.com/ML4chemArg/Intro-to-Machine-Learning-in-Chemistry .Content creation for a virtual workshop and conduction of the same about machine learning with Python, made toghether with a team of students led by Dr. Diego Onna carried out on 3 different occasions (one during the LatinXChem: a Latin American congress), based on which a pedagogical publication was prepared afterwards (https://www.researchgate.net/publication/353897315_A_Gentle_Introduction_to_Machine_Learning_for_Chemists_An_Undergraduate_Workshop_Using_Python_Notebooks_for_Visualization_Data_Processing_Analysis_and_Modeling). Statistics from post-course surveys showed near the 80% of the students thought that course was useful and raised their interest in machine learning and programming. I explained the topics “introduction to programming”, “basic statistics review” and “regression”. Jupyter Notebooks produced for the workshop (by the team using agile methodology) can be downloaded at https://github.com/ML4chemArg/Intro-to-Machine-Learning-in-Chemistry .
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Private TeacherAutónomo Jan 2016 - PresentCiudad Autónoma De Buenos Aires, Argentina Conduction of private classes at high-school and university levels, covering mainly scientific topics• General, Organic, Analytical, Physical Chemistry.• Physics, Biophysics• Mathematics in general, calculus, algebra.Conduction of private classes at high-school and university levels, covering mainly scientific topics • General, Organic, Analytical, Physical Chemistry. • Physics, Biophysics • Mathematics in general, calculus, algebra.
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Employee For Preparation Of Solutions And PackagingBonacqua Dec 2014 - PresentCiudad Autónoma De Buenos Aires, Argentina• Preparation of solutions with water maintenance purposes for freshwater fish.• Synthesis of sodium thiosulfate• Quality control of some products such as reducing power and pH• Packaging of various solutions.• Preparation of solutions with water maintenance purposes for freshwater fish. • Synthesis of sodium thiosulfate • Quality control of some products such as reducing power and pH • Packaging of various solutions.
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Teaching Assitant - Industrial Chemistry Department - Industrial Chemistry (Economics)Facultad De Ciencias Exactas Y Naturales, Uba Aug 2021 - Mar 2023Ciudad Autónoma De Buenos Aires, Argentina• Mainly macronoeconomics topics are covered. Some include marketing, demand projection methods, marketing, investment, types of industrial projects, costs, profits, income statement, working capital, net cash flow, loans, and macroeconomic indicators such as ROI, RP, NPV, and IRR.• Preparation of live online classes during the semester.• Preparation and evaluation of exams.• Mainly macronoeconomics topics are covered. Some include marketing, demand projection methods, marketing, investment, types of industrial projects, costs, profits, income statement, working capital, net cash flow, loans, and macroeconomic indicators such as ROI, RP, NPV, and IRR. • Preparation of live online classes during the semester. • Preparation and evaluation of exams. -
Analytical Development Analyst (Pharmaceutical)Laboratorios Richmond Jun 2018 - Dec 2019Ciudad Autónoma De Buenos Aires, Argentina• Experience in the of Analytical Development area mainly focused on the development of detecction and quantification methods of drugs with HPLC separation and UV detection. Additionally, many methods are developed to be used by the quality control area, such as UV measurement methods (without HPLC), drug dissolution kinetics, water quantification, heavy metals, ignition residues, among others.• Shorter experience in the sub-area of "Nanotechnology" development, developing different solid dispersions that improve the solubility and absorption of drugs, primarily making use of cyclodextrins and some more traditional synthetic polymers such as PVP, in parallel to the development of analytical methods for adequate measurement.• Experience in the of Analytical Development area mainly focused on the development of detecction and quantification methods of drugs with HPLC separation and UV detection. Additionally, many methods are developed to be used by the quality control area, such as UV measurement methods (without HPLC), drug dissolution kinetics, water quantification, heavy metals, ignition residues, among others. • Shorter experience in the sub-area of "Nanotechnology" development, developing different solid dispersions that improve the solubility and absorption of drugs, primarily making use of cyclodextrins and some more traditional synthetic polymers such as PVP, in parallel to the development of analytical methods for adequate measurement. -
Teaching Assitant At The Department Of Organic Chemistry Uba – “Química Orgánica (B)”TeachingFacultad De Ciencias Exactas Y Naturales, Uba Jul 2016 - Jan 2017Ciudad Autónoma De Buenos Aires, Argentina• Preparation of chromatography plates, columns and various solutions.• Use of polarimeter.• Oral explanations about practical work to be done related to Organic Chemistry• Preparation of chromatography plates, columns and various solutions. • Use of polarimeter. • Oral explanations about practical work to be done related to Organic Chemistry -
Guide And Exhibitor In The Mega-Scaled Outdoor Science Fair “Tecnópolis”Tecnópolis Jul 2013 - Nov 2015Ciudad Autónoma De Buenos Aires, Argentina• Exhibitor of the stands "Mathematics", "The Brain and I", and "Physical Phenomena", explaining different typical experiments of science (geometry, electricity, mechanics, statistics, etc.) to different contingents throughout the country• Guide, in charge of guiding contingents through the science fair, including administration and organization tasks.• Exhibitor of the stands "Mathematics", "The Brain and I", and "Physical Phenomena", explaining different typical experiments of science (geometry, electricity, mechanics, statistics, etc.) to different contingents throughout the country • Guide, in charge of guiding contingents through the science fair, including administration and organization tasks.
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Research Assistant Department Of Organic Chemistry Uba- UmymforFacultad De Ciencias Exactas Y Naturales, Uba Jun 2015 - Sep 2015Ciudad Autónoma De Buenos Aires, UbaInvestigación en el depto. Química Orgánica Ad-honorem Ad-honorem research in department of Organic Chemistry.• Separation and characterization of tocopherols• Experience in HPLC separations (with analogue equipment)• Use of different chromatographic techniques• Planning of other projects and use of databases such as ChemSpider
Agustín García Education Details
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Programación Informática, Aplicaciones Específicas -
Programación Informática, Aplicaciones Específicas -
Paralelo SolarOn Grid Photovoltaic Systems (Solar Panels) -
Gente De RockRock And Roll Dance Instructor -
Programación Informática, Aplicaciones Específicas -
Data Science
Frequently Asked Questions about Agustín García
What company does Agustín García work for?
Agustín García works for Bbva En Argentina
What is Agustín García's role at the current company?
Agustín García's current role is In Job search | Software Developer with Python (Data Science and general purpose)| C++ enthusiast| Degree in Chemistry obtained at UBA (6 year MS equivalent)| Web development knowledge HTML,CSS,JS, Vue.js and Django..
What schools did Agustín García attend?
Agustín García attended Uba, Universidad De Buenos Aires, Universidad De Buenos Aires, Paralelo Solar, Gente De Rock, Universidad De Buenos Aires, Universidad De Buenos Aires.
Who are Agustín García's colleagues?
Agustín García's colleagues are Fernando Duguet, Lautaro Fernández Pichotti, Erica Ressia, Florencia Lingua, Jacqueline Sullca Rodriguez, Ricardo Coltrinari, Mariano Daniel Fernández.
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