I am a mathematician, an AI specialist. I have more than 6 years of experience working with data in different industries: Product, Customer Experience and Fintech. Below I highlight some of the main tasks in which I have had the opportunity to perform in the different roles working with data:BUSINESS UNDERSTANDINGDefinition of objectives, management of requirements and procedures, identification of risks and limitations in science/analytics data projects.Documentation and communication of process, having the responsibility of closely understanding business problems and, through working with data, transforming them into analysis/solutions that provide information and insights for stakeholders.DATA UNDERSTANDING & DATA PREPARATIONDefine necessary data to collect, tracking implementation in product data context and pre-processing data. Reporting and data visualization. From the definition of metrics, conceptual alignment with stakeholders and different teams, report design, data processing and report construction.Define conceptual and implementation of data quality standards, tracking metrics and data QA procedures.Train and support teams and groups of students in different tools related to data. Conceptually transmit experiences and knowledge.Tools: Python, SQL, Tableau, Looker Studio, GCP, Snowflake, AWS, Google Sheets, Google GTM.DATA ANALYSIS & DATA MODELINGIdentification of business problems, planning the methodologies and development of solutions through research, simple or complex analysis and/or implementation of machine learning systems using statistical and computational tools, for example descriptive analysis, regressions, classification, segmentation of users, recommender systems, NLP, and anomaly detection.Definition, analysis and evaluation of A/B testing complete ecosystem analysisAutomation and optimization of data-related processes.Tools:, Python, Statistical Learning, Problem solving skills, SQL, Database knowledge, Gitlab, Machine Learning knowledge: classification, regression, modeling individual algorithms. Additionally, in the recent years I have been strengthening my knowledge in artificial intelligence, more specifically in Machine Learning, Deep Learning and in general terms, Reinforcement Learning through the use of Python in libraries such as Scikit-learn, Seaborn, PyTorch and TensorFlow. In order to continue learning from data technologies to continue delivering value in different industries by sharing my analytical vision and my knowledge in data.
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Senior Data ScientistR2 Jan 2024 - Present -
Data ScientistR2 Oct 2022 - Dec 2023 -
Data Science TeacherCoderhouse May 2022 - Oct 2022Colombia -
Data ScientistPedidosya Jul 2021 - Dec 2021Uruguay -
Senior Data AnalystPedidosya Feb 2020 - Jul 2021Uruguay -
Product Analytics LeadPedidosya Mar 2019 - Jan 2020Uruguay -
Product AnalystDomicilios.Com Mar 2018 - Feb 2019Bogotá D.C., Colombia -
Math TeacherSan Luis Gonzaga Jul 2017 - Dec 2017Bogotá, Distrito Capital, Colombia
Daniela Vargas Education Details
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Specialization In Artificial Intelligence -
Mathematics And Statistics -
Mathematics
Frequently Asked Questions about Daniela Vargas
What company does Daniela Vargas work for?
Daniela Vargas works for R2
What is Daniela Vargas's role at the current company?
Daniela Vargas's current role is Senior Data Scientist | AI Specialist |Mathematician.
What schools did Daniela Vargas attend?
Daniela Vargas attended Universidad Ort Uruguay, Fundación Universidad De Bogotá 'jorgetadeo Lozano', Universidad Distrital Francisco José De Caldas.
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Daniela Vargas
Sourcer Specialist | Recruiter | Talent Acquisition | Onboarding Coordinator | HeadhunterMedellín -
Daniela Vargas
Internationalist Waiting For Degree With An Emphasis On Security At The Pontificia Universidad JaverianaBogotá -
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Daniela Vargas
Colombia
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