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Victor M. Email & Phone Number

Desenvolvedor I - Python | Machine Learning at DB
Location: Porto Alegre, Rio Grande Do Sul, Brazil 4 work roles 2 schools
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Current company
DB
Role
Desenvolvedor I - Python | Machine Learning
Location
Porto Alegre, Rio Grande Do Sul, Brazil

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Victor M. is listed as Desenvolvedor I - Python | Machine Learning at DB, based in Porto Alegre, Rio Grande Do Sul, Brazil. AeroLeads shows a matched LinkedIn profile for Victor M..

Victor M. previously worked as Data Analyst at Rci - Analytics Intelligence and Data Architecture and AI Internship - Lab Services at Rci - Analytics Intelligence. Victor M. holds Bachelor'S In Mathematics, Applied And Computational Mathematics, 9.15/10 from Universidade Federal Do Rio Grande Do Sul.

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DB

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About Victor M.

I have a degree in Applied and Computational Mathematics from UFRGS and a specialization in Data Science and Big Data Analytics from Estácio. My current professional goal is to solve business problems through analytical and computational methods. Among my academic and professional journey, I can highlight - in general - the following skills:💻 Strong foundation in computing: data structures and algorithms (search algorithms, greedy algorithms, dynamic programming and combinatorial optimization - linear and integer programming, simplex method, metaheuristics).📄 Data analysis: use of Python and its data tech stack (Pandas, Matplotlib, Seaborn), familiarity with Power BI and Excel for quick dashboards, and SQL (MySQL, PostgreSQL).🎲 Probability: frequentist interpretation at the level of statistics/mathematics.📊 Elementary statistics: descriptive measures, main estimators, traditional linear models such as linear regression and logistic regression, hypothesis testing and ANOVA.🤖 Automation and Web Crawlers: development of web crawlers, web automation and low-code automation with Power Automate.I am currently developing the following skills both theoretically and practically:⚙️ Machine Learning, supervised (linear models, decision tree, kNN, Naive Bayes) and unsupervised (k-means clustering, db-scan and PCA). I ​​have practical experience in both personal projects and professional experience. In this case, working with traditional tabular data using the Python stack: sklearn, statsmodels and PyMC. For unstructured data, I am familiar with the Hugging Face library for neural network models involving PyTorch or TensorFlow.🌐 Cloud Computing, such as Microsoft Azure, AWS (Amazon Web Services) and GCP (Google Cloud Platform). I have experience and some familiarity with some platforms such as IBM Cloud, Azure and GCP. Highlighting IBM cloud where I have some certifications for its data use case (watsonx, Cloud Pak for Data).📈 Advanced Methods of Statistics/Econometrics, here I refer to several statistical models/methods, with a certain semblance to Machine Learning, but under the following scope: the generalized linear model and its special cases, time series analysis (ARIMA and variants) and structural equations of econometrics (especially factor analysis). As for statistical methods, I include the estimation methods for those models: maximum likelihood estimation, generalized method of moments and Bayesian estimation (intensive methods involving MCMC).

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DB
Db
Desenvolvedor I - Python | Machine Learning
Porto Alegre, RS, BR
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4 roles

Victor M. work experience

A career timeline built from the work history available for this profile.

Desenvolvedor I - Python | Machine Learning

Db

Porto Alegre, RS, BR

Data Analyst

Current

Porto Alegre, Rio Grande Do Sul, Brazil

  • Responsible for the preparation and operation of data architectures and artificial intelligence in hybrid environments (On-premise / Cloud), interacting with experts from multiple manufacturers in Portuguese and.
  • Located in the RCI's Lab Services team, working with innovative technologies in data and AI, focusing on solving complex problems for large organizations
  • Development of solutions in IBM Planning Analytics involving multidimensional cubes in TM1 (OLAP) and the extraction and transformation of data from various sources such as flat files (csv, xlsx) or other connectors in.
  • Development of predictive models in Watson Studio using classic models such as the logistic model, modern tree-based models (gradient boosted trees, xgboost, lgbm, catboost) and the tuning of their parameters via.
  • Deployment and maintenance of machine learning models in watsonx (on-demand or batch) and serverless applications via containers (IBM Code Engine)
  • Prototyping of POCs (Proofs of Concept) in various data application frameworks (Plotly Dash, Streamlit, Taipy)
Oct 2024 - Present

Data Architecture And Ai Internship - Lab Services

Porto Alegre, Rio Grande Do Sul, Brasil

  • Responsible for learning and assisting in the preparation and operation of data architectures and artificial intelligence in hybrid environments (On-premise / Cloud), interacting with experts from multiple.
  • Located in RCI's Lab Services team, being a constant learner of innovative technologies in data and AI, focusing on solving complex problems in large organizations
  • Development of solutions in IBM Cognos Analytics and Microsoft Power BI
  • Application of generative AI techniques to solve problems
  • Analysis of textual data using autoencoders/encoders neural network models for embedding extraction and similarity calculation
  • Development of a hybrid recommendation system involving collaborative filtering (user-item matrix) and content-based filtering (similarity, grouping into clusters of items)
Dec 2023 - Sep 2024

Data Analyst

Current

São Paulo, Brasil

  • Responsible for all stages of a DS solution (data cleaning, data processing, model development, model production)
  • Development of solutions in Google Data Studio(Looker) and Microsoft Power BI
  • Application of advanced statistical methods
  • Application of Machine Learning techniques for supervised and unsupervised analysis
  • Usage of scientific programming language Python and database query language SQL
Sep 2023 - Present
2 education records

Victor M. education

Postgraduate Certificate - Specialization, Big Data Analytics And Data Science

FAQ

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What company does Victor M. work for?

Victor M. works for DB.

What is Victor M.'s role at DB?

Victor M. is listed as Desenvolvedor I - Python | Machine Learning at DB.

Where is Victor M. based?

Victor M. is based in Porto Alegre, Rio Grande Do Sul, Brazil while working with DB.

What companies has Victor M. worked for?

Victor M. has worked for Db, Rci - Analytics Intelligence, and Redi Institute.

How can I contact Victor M.?

You can use AeroLeads to view verified contact signals for Victor M. at DB, including work email, phone, and LinkedIn data when available.

What schools did Victor M. attend?

Victor M. holds Bachelor'S In Mathematics, Applied And Computational Mathematics, 9.15/10 from Universidade Federal Do Rio Grande Do Sul.

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