Michel Duarte Esteves Email & Phone Number

Rio De Janeiro

Rio De Janeiro, Rio De Janeiro

Development of visualizations and dashboards. Creation of analysis and patterns searching to the development of electrical energy fraud detection strategies, and targets selection to inspection. Database updates. Development of machine learning models to fraud prediction and electrical energy consumers clustering. Tools: Python, Machine Learning, SQL, Power BI, Pentaho.

Rio De Janeiro Area, Brazil

Elaboration of user’s segmentation for client recovery, analysis of app’s user retention and churn, market research analysis. Development of machine learning models for predictions. Creation of automation processes for text mining. Development of dashboards and analysis of sales, UX and UI. Use of Python language for automation, analysis and machine learning, SQL, Excel, Google Analytics, Firebase and Google Data Studio.

Rio De Janeiro, Rj - Brazil

Participation in projects of continuous auditing implementation: loan default prediction, fraud detection, audit processes automation, detection of outliers and local maximum points in time series, words frequency analysis on Twitter, use of machine learning for predictive analytics, classification and clustering, and development of dashboards and indicators for monitoring. All applications were primarily developed in Python, and also with R, SQL and Excel.

Rio De Janeiro Area, Brazil

Elaboration of analysis of the energy auctions, economic analysis about Brazilian electricity sector and forecasts of energy generation as participation in the book called “New Brazilian Electricity Sector Model”. Experience with statistical methods to analyze and finding patterns in time series.

Nanodegree: Machine Learning Engineer

Course Content: - Supervised Learning; - Unsupervised Learning; - PCA; - Reinforcement Learning; - Deep Learning. Tools: - Python.

Nanodegree: Data Analyst

Course Content: - Analytics Methods; - Regression Models; - Data Wrangling; - Advanced queries in SQL; - Classification Models; - Ensemble.

Nanodegree: Business Analytics

Course Content: - Statistical Analysis; - Data Visualization; - Advanced queries in SQL; - Dashboards and Storytelling. Tools: - Excel.

Bachelor, Electrical Engineering

Bachelor, Economics