Danilo Mendes Email & Phone Number

Valencia, Es

Valencia, Valencian Community, Spain

Valencian Community, Spain

Curitiba, Paraná, Brazil

- Responsible for technical support to junior and middle data scientists in the construction of pipelines for forecasting models.- Be the reference in the development of ML models for demand forecasting for multiple brands of Grupo Boticario.- Responsible for the acquisition of business requirements and “translation” of them into data science, providing innovative and smart solutions using data modeling.- Experience in creating full pipelines for data science projects in S&OP (acquisition, cleaning, EDA, modeling/validation, and production).- Background in the generation of “explainability” reports, trying to explain “black-box” models, providing interesting insights about improvement of demand forecasting process.-Adding value to business through data science, using EDA, data modeling, aiming the enhancement of S&OP process in general.

Curitiba, Paraná, Brazil

- Responsible for the development of ML models focusing on demand forecasting for several business units;- Responsible for gathering business requirements and translating them to data science scope, providing innovative solutions through data modeling;- Create full pipelines for data science projects (obtain, clean, EDA, model, evaluate and production);- Generate reports containing models interpretability & explainability to provide insights about processes' improvements related to supply chain planning;- Using EDA and data modeling to bring up insights about how to improve the whole S&OP process.

Santa Oliva, Catalonia, Spain

- Responsible for the data science & AI team management;- Responsible for the definition and development of projects related to AI & ML- Responsible for the implementation of Computer Vision algorithms using deep learning;- Experience in development of algorithms for object detection using tools such as Tensorflow;- Responsible for anomaly detection for signal analysis using deep learning;- Responsible for the design of neural networks to be used in forecasting softwares;- Experience in sound detection using deep learning;- Responsible for data mining aiming to transform raw data into useful data before applying machine learning algorithms;- Experience in visualization tools as matplotlib, seaborn, plotly and ggplot.

Santa Oliva, Catalonia, Spain

Applus+ IDIADA – Santa Oliva (Spain)- Responsible for the implementation of Computer Vision algorithms using deep learning;- Experience in development of algorithms for object detection using tools like Tensorflow;- Responsible for the design of neural networks to be used in forecasting softwares;- Experience in sound detection using deep learning;- Responsible for data mining aiming to transform raw data into useful data before applying machine learning algorithms;- Experience in visualization tools as matplotlib, seaborn, plotly and ggplot.- Responsible for anomaly detection for signal analysis using deep learning.

Santander

- Experience in data extraction and data cleaning (SQL and R)- Experience in data visualization and dashboards creation using R (ggplot) and Tableau.- Responsible for production data analytics;- Experience in the development of machine learning, including deep learning, algorithms for process failure prediction (Python and R);- Responsible for implementing Computer Vision Algorithms (TensorFlow) aiming to detect process failures.

Curitiba Y Región, Brasil

- Experience in data analysis using Microsoft Excel and R to prevent failures in locomotive systems;- Experience in reliability indicators based on failure mode, effects and criticality analysis (FMEA and FMECA), root cause analysis and fault management, life data analysis (LDA), recurrent data analysis, reliability analysis, availability and maintainability of systems and fault tree analysis (FTA);- Performance in elaborating procedures for correction of electrical / mechanical / electronic problems based mainly on the analysis of electrical and electronic diagrams;- Responsible for providing specialized technical support in automated systems for clients in Brazil, United States, Tasmania and Thailand;- Performance in predictive maintenance of electrical, mechanical and electronic systems based on the exploration of an amount of data using pre-established parameters applying C programming language;- Experience in developing technical material for customers (operation manuals, maintenance and equipment using).

Curitiba Y Región, Brasil

- Experience in developing automotive electrical harnesses for HVAC systems;- Responsible for testing and collecting data of prototypes to ensure product viability;- Performance in Automotive Aftermarket.

Curitiba Y Región, Brasil

- Experience in developing CCTV projects using AutoCad.- Performance in installation and configuration of CCTV systems.

Curitiba Area, Brazil

- Experience in the maintenance of the production laboratory;- Responsible for installing and operating software systems of the production laboratory.

Master'S Degree, Data Science

Electrical Engineering - Automation

Micro And Nano Technology