Angelo Carmignani
Data Science Manager @ Lojas Quero-Quero S.A.
About
Passionate data science enthusiast who transitioned from engineering, discovering the intricate nuances of nature's complexity. Recognized that while nature isn't simple, data comes remarkably close in capturing its intricate patterns. Substantial experience in credit and risk, driving impactful outcomes.
Brazil
São Paulo
Retail
Data Visualization, Statistical Data Analysis, SQL, Team Leadership, Analytical Skills, Teamwork, Machine Learning, Data Science, Automation, Quality Control, Data Mining, Python, R, Oracle SQL Developer, SPSS, PostgreSQL, Pandas, TensorFlow, Keras, Seaborn
Experience
Data Science Manager
Lojas Quero-Quero S.A.
Brazil
- Proficiently apply machine learning techniques to credit, risk, and retail domains, encompassing both supervised and unsupervised analyses. - Design ETL frameworks for streamlined data processes, optimizing data integration from diverse sources. - Formulate data-driven business strategies grounded in advanced statistical models, facilitating informed decision-making. - Execute randomized control trials to evaluate interventions and identify causal relationships for desired outcomes. - Manage cross-functional teams, fostering collaboration, innovation, and consistent delivery of impactful results.
Data Science - Trainee
Lojas Quero-Quero S.A.
Cachoeirinha, Rio Grande do Sul, Brazil
- Applied machine learning to credit and risk assessment, optimizing credit granting processes. - Led forecasting and control of debt provisioning, ensuring financial stability. - Established KPIs, overseeing their creation and monitoring for performance evaluation. - Conducted data analysis driving strategic decisions, enhancing overall business direction.
Data Science - Internship
Lojas Quero-Quero S.A.
Cachoeirinha, Rio Grande do Sul, Brasil
Internship in Credit and Risk: - Delved into machine learning applications within credit and risk, gaining valuable insights. - Skillfully prepared studies and management reports, contributing to informed decision-making. - Played a role in process automation using RPA, streamlining operations. - Contributed to KPI tracking and monitoring, supporting performance evaluation.
Troubleshooting - Internship
Multilab Farma
São Jerônimo, Rio Grande do Sul, Brasil
- Monitoring of pharmaceutical processes; - Assistance in quality control (control charts and statistical tests); - Resolution of processes deviations.
Undergraduate Researcher
Federal University of Rio Grande do Sul
Porto Alegre, Rio Grande do Sul, Brasil
Development of a process simulation module (CFD) with OpenFoam involving flow of Viscoelastic Fluids in stirred tanks with different impellers.
Education
USP - Universidade de São Paulo
Mathematics and Statistics
Applied Mathematics, Statistics and Computing Applied to Industry (MECAI) Projects: - NLP to group retail products by similarity
KTH Royal Institute of Technology
Mathematics and Statistics
Emphasis on: - Time Series - Regression Analysis - Computer Intensive Methods in Mathematical Statistics (Monte Carlo simulations, Markov chains and Bayesian inference) - Machine Learning
Federal University of Rio Grande do Sul
Chemical Engineering
Undergraduate thesis: - Analysis of image similarity using distance metric learning with neural networks
Angelo Carmignani's Contact Information
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