Marcelo Machado Email & Phone Number

São José Dos Campos, Sp, Br

São José Dos Campos, São Paulo, Brasil

:: Compensation Budget and Merit Guideline: simulation tool for compensation plan, aligned with company merit guidelines, to help forecast scenarios and guide strategic, fair, and data-driven compensation decisions.:: Termination Analysis: comprehensive evaluation of employee termination profiles, identifying key trends and contributing factors to inform proactive retention strategies and HR policies:: Gender Balance Simulation: simulation tool to facilitate the formulation of… Show more :: Compensation Budget and Merit Guideline: simulation tool for compensation plan, aligned with company merit guidelines, to help forecast scenarios and guide strategic, fair, and data-driven compensation decisions.:: Termination Analysis: comprehensive evaluation of employee termination profiles, identifying key trends and contributing factors to inform proactive retention strategies and HR policies:: Gender Balance Simulation: simulation tool to facilitate the formulation of strategic initiatives aimed at achieving our Gender Balance targets, ensuring equitable representation across all levels of the organization:: Undertake a comprehensive examination of the interplay between specific KPIs within our Operations and HR domains, identifying correlations and dependencies to generate insights and strategic alignment:: Investigate the career paths and progression of some key roles, leveraging data-driven analysis to extract valuable insights for optimizing leadership development and succession planning:: Implementation of a comprehensive position management dashboard, streamlining the oversight of active and filled positions, also requsitions to fill open positions, enhancing decision-making and resource allocation processes:: Analysis of Upward Feedback surveys, assessing leadership effectiveness index across multiple dimensions to derive actionable insights and trends, contributing to the continuous improvement of organizational leadership Show less

:: User experience analysis with new internet banking and mobile tool, through Google Analytics, validating journey hypotheses, evaluating performance and working as a team with ten other squads.:: Report and dashboard development in Google Data Studio, providing insights and KPIs visibility, supporting business health evaluation and decision making.:: Tasks and sprint management using Jira.:: Documentation of stories, TAGs map and business rules using… Show more :: User experience analysis with new internet banking and mobile tool, through Google Analytics, validating journey hypotheses, evaluating performance and working as a team with ten other squads.:: Report and dashboard development in Google Data Studio, providing insights and KPIs visibility, supporting business health evaluation and decision making.:: Tasks and sprint management using Jira.:: Documentation of stories, TAGs map and business rules using Confluence.:: Scrum master role backup. Show less

São José Dos Campos E Região, Brasil

:: Algorithm creation in Python using Monte Carlo simulation for productive scenario optimization. :: Development of the first Qlik Sense Dashboard at the Company. A teamwork by BI/TI team and key-users. Visibilities and analysis for inventory, past and future demand, planning parameters.:: Data analysis.:: ETL process using Pentaho.:: Integrated work with the operations and sales areas, with support from the digital transformation area to deliver products that… Show more :: Algorithm creation in Python using Monte Carlo simulation for productive scenario optimization. :: Development of the first Qlik Sense Dashboard at the Company. A teamwork by BI/TI team and key-users. Visibilities and analysis for inventory, past and future demand, planning parameters.:: Data analysis.:: ETL process using Pentaho.:: Integrated work with the operations and sales areas, with support from the digital transformation area to deliver products that assist the SI&OP process, data integration, information and knowledge generation, and decision making. Show less

São José Dos Campos Area, Brazil

:: Pricing and business modeling analysis (Income Statement, Free Cash Flow, Max Cash Exposure):: Scenarios comparison, checking revenue and margin by segment:: Sharing knowledge initiatives: excel workshop in Controllership team:: Process automation (data extraction, transformation and load):: Improved processes up to now (reduction of 19 hours/month.): - hourly labor rate [95%] | - CAPEX/OPEX monitoring [95%] - aging of WIP Orders [88%]… Show more :: Pricing and business modeling analysis (Income Statement, Free Cash Flow, Max Cash Exposure):: Scenarios comparison, checking revenue and margin by segment:: Sharing knowledge initiatives: excel workshop in Controllership team:: Process automation (data extraction, transformation and load):: Improved processes up to now (reduction of 19 hours/month.): - hourly labor rate [95%] | - CAPEX/OPEX monitoring [95%] - aging of WIP Orders [88%] | - contractual performance by customer [98%] Show less

São José Dos Campos Area, Brazil

:: Responsible for technical analysis and selection of a company for Integrated Planning Project (S&OP, MPS, APS) with the IT team. Contribution in the phases of RFI, RFP, PoC, Benchmarking, BAFO, MAP drafting, NPV analysis of the project.:: Change Management Planning (ADKAR) and Project Management together the team with internal employees and third parties (solution provider, integration and interface).:: Abroad Experience: 2 weeks of benchmarking visits for the Integrated… Show more :: Responsible for technical analysis and selection of a company for Integrated Planning Project (S&OP, MPS, APS) with the IT team. Contribution in the phases of RFI, RFP, PoC, Benchmarking, BAFO, MAP drafting, NPV analysis of the project.:: Change Management Planning (ADKAR) and Project Management together the team with internal employees and third parties (solution provider, integration and interface).:: Abroad Experience: 2 weeks of benchmarking visits for the Integrated Planning Project. 1st week at USA and 2nd week at Belgium and France.:: Discrete event simulation projects for process flow analysis, bottlenecks and resource utilization.:: Cost analysis of shipset. Segregating man-hour, time-machine, purchased items, raw materials and hardware. Example: make or buy, industrial strategy structures, subcontract, hourly rate.:: Consolidation and analysis of workload and capacity of the whole operation. Show less

São José Dos Campos Area, Brazil

:: Embraer Executive Jets Controlling team.:: Responsible for the management, analysis and improvements in the following results: budget; inventory; CAPEX; backlog; Selling, General and Administrative Expenses (SG&A).:: Action Plan development support.:: Income Statement analysis.:: Abroad Experience: One week working with the Comptrollership of EEJS (Embraer Executive Jets Services) to align the results analysis and reports.

:: Development, follow up and analysis of indicators management tools and simulation scenarios, in order to assist decision making.:: Update managers about their key indicators status, such as budgeting, rate / hour, overtime, allocation of manpower and training, supporting them to reach goals and action plan. :: Consolidate results with analysis of costs, risk and load versus capacity.

:: Lean Manufacturing tools (Kaizen, VSM, 5S, SMED);:: Spoilage management, focusing in coop work and promoting the best practices in order to recuce it;:: Process indicators monitoring, defining corrective actions for those outside the target;:: VSM tool leader, responsible for process mapping, identifying the waste points, steps that do not add value and bottlenecks, proposing improvements.:: SMED tool leader, focusing on setup times reduction.

:: Detailed production schedule according to master plan (MPS);:: Responsible for finished goods MRP and BOM settings in SAP;:: Projects implementation with overseas plants;:: Raw material, package, blocked and slow moving inventory control.:: Update reorder point, safety stock and ABC analysis.

:: Spreadsheets and production reports development; :: Consumption projections; :: Creation of purchase requisitions for raw materials; :: Interface with purchase and import departments and suppliers to follow up order status; :: Raw material, finished goods, sale notes and service receipt; :: Finished goods picking and invoicing.

Specialization, Data Science [450H], 100

Object Oriented Programming; Database; Descriptive statistics; Linear Regression; Dimensionality reduction; Logistic regression; Decision.

Master'S Degree, Modeling, Virtual Environments And Simulation, 100

This master`s thesis presents a discrete event simulation project combined with design of experiments (DOE) technique applied.

Inteligência Artificial Na Prática, Machine Learning

[40h]

Data Science Para Todos, Ciência De Dados

[30h]

Especialist, Quality And Productivity, Thesis: 100

<< Thesis >> Simulation project development to study the behavior of a factory's shipping area in order to identify the real reasons.

Engineer, Production Engineering

:: Production Planning and Control :: Metrology and Measurement Systems :: Industrials Accouting and Costs :: Simulation Software ARENA.

Technician, Technical Industrial Computing

:: Programming Languages (Delphi, C, Assembly) :: Digital Electronic :: Microcontrollers and PIC