CESAR GERALDES
Indaiatuba
Summary
I am Geraldes, a Civil Engineer with a postgraduate degree in Geotechnical Engineering. I specialize in projects involving large-scale earthwork, utilizing advanced tools such as Civil 3D to optimize the design and construction process, ensuring optimal outcomes for extensive land movement endeavors. Additionally, I have solid skills in CAD software usage and GIS system management, integrating them with Python. This multidisciplinary approach provides me with a unique perspective in Geotechnical Engineering, enabling me to tackle complex business challenges, prioritize user experience, and enhance operational efficiency effectively. In addition, I am a postgraduate in Data Science. I utilize my expertise in Python and SQL to create dynamic and responsive applications. Certified in AI Engineering by IBM, I possess extensive experience with machine learning tools such as Keras, PyTorch, TensorFlow, and Scikit-Learn, enhanced by advanced machine learning and big data analysis techniques from my studies at the Autonomous University of Barcelona. I have also completed specialized courses in SQL/PostgreSQL at the University of Michigan. I am proficient in parametric design with visual programming in BIM, having completed a specialized program at the Ziggurat Innovation & Technology Business School in Barcelona, Spain. This training has equipped me with advanced skills in optimizing building designs through dynamic and flexible modeling techniques. Committed to innovation and collaborative growth, I thrive in environments that recognize technological advancements as key drivers of business and social progress. My goal is to contribute to projects that not only meet technical specifications but also deliver significant value to end-users.
Overview
24
24
years of professional experience
1
1
Certification
Work History
GIS Data Scientist/ Geotechnical Civil Engineer
(GRUPO ENERGIA)
11.2020 - 04.2024
- Using Global Mapper / ArcGIS (GIS) for a wide range of activities, including managing orthophotos, point meshes, DSM, DTM, contour generation and other related tasks
- Implementation of Artificial Intelligence in engineering projects to optimize design and operational efficiencies
- Conducting complex data analyses using statistical and machine learning techniques to predict project outcomes and optimize resource allocation
- Parametrization of profiles and cross-sections with Dynamo and Python in Civil 3D, enhancing automation and precision in civil engineering designs
- Developing Python codes to automate complex workflows in CAD files, reducing manual inputs and increasing productivity
- Utilizing Big Data analytics to handle large datasets from project sites for real-time monitoring and predictive maintenance
- Creating predictive models and simulations using Python to forecast project risks and resource needs
- Developing maps: cut and fill earthwork areas, slope map, elevation map, watersheds, using GIS tools for better environmental impact assessment and planning
- Slope stabilization
- Stability analysis of slopes using GeoStudio and GEO5
- Large-scale earthworks projects using Civil 3D software
- Slope stabilization projects: soil nailing, retaining walls, berms, and slopes
- Design of accesses and roads
- Drainage projects involving the implementation of channels, pipes, manholes, wing walls, dissipators, and sedimentation boxes.
Data Engineer/ Civil Enginner
(GERALDES Engenharia)
01.2018 - 11.2020
- Developed projects focusing on earthworks and retaining walls
- Applied Big Data analytics in GIS vectorization, enhancing project accuracy and efficiency
- Managed residential projects from concept to completion
- Developed comprehensive hydraulic and sanitary engineering plans
- Worked on residential projects using BIM (Building Information Modeling), integrating project data to optimize planning and execution
- Managed and analyzed municipal documentation and other governmental agency documents, using data analysis techniques to ensure compliance and efficiency in processes.
Trainee
(GERALDES Engenharia)
02.2015 - 12.2017
- Worked on residential projects using BIM (Building Information Modeling), integrating project data to optimize planning and execution
- Managed and analyzed municipal documentation and other governmental agency documents, using data analysis techniques to ensure compliance and efficiency in processes.
Building Technician
(ADS Energias Renováveis S.A.)
07.2013 - 02.2015
- Managed the construction of 40 reinforced concrete foundations for wind turbines and supervised the construction of crane operation platforms, drainage systems, and the substation at the Senandes Wind Farm
- Led quality supervision and geotechnical monitoring at the Senandes Corridor Wind Complex
- Managed extensive civil works, coordinating the use of 23,000 m³ of concrete and 2,600 tons of steel, while overseeing the rehabilitation of 70 km of access roads
- Implemented ERP processes to enhance material control efficiency
- Conducted structural inspections and pile tests, utilizing Excel for reporting and Access for project information management
- Supervised quality control processes, including the analysis of concrete break reports and the instrumentation of wind turbine foundations using SCADA systems, with data logging for detailed analysis.
Inventory Control Systems Analyst
(ENGESUL)
02.2013 - 07.2013
- Generated quantitative and qualitative reports by filtering data in databases, providing detailed analyses and strategic insights
- Managed inventory of Personal Protective Equipment (PPE), equipment, and tools for the university construction site
- Scheduled and tracked incoming and outgoing dates using Excel spreadsheets
- Implemented Excel-based tracking systems for inventory movement and replenishment.
Operations Leader / Signalman
(PETROBRAS / IRIGARAY)
12.2012 - 02.2013
- Coordinated logistics and heavy load movements for the construction of oil platforms and drill ships, using management systems to track and optimize material transportation
- Implemented analytical methods to assess the efficiency of operations, identify bottlenecks, and propose data-driven solutions to improve loading and unloading processes
- Collaborated in a high-demand environment, collecting and analyzing operational data to support strategic decisions and enhance operational efficiency.
Data Analyst Sales
(LORENZET)
03.2012 - 12.2012
- Utilizing databases to collect, process, and analyze large data sets in the ceramic tiles and coatings sales sector
- Developing reports and visualizations to support the company in making data-driven decisions
- Conducting monthly sales tracking by categorization of tiles to monitor trends and performance
- Frequently using Microsoft Excel and Access for data analysis and management.
Systems Administrator
(HBE)
06.2006 - 06.2012
- Managed Linux servers with cPanel, supporting up to 1500 websites by creating, configuring, and maintaining domains, subdomains, and email accounts
- Implemented security protocols such as SSL/TLS, password-protected directories, IP blocking, and hotlink protection
- Administered file and FTP accounts, managed backups via File Manager
- Managed databases (MySQL, PostgreSQL, NoSQL) using phpMyAdmin and MySQL Database Wizard, ensuring data integrity and security
- Developed code using PHP and Joomla, enhancing website functionality and user experience.
Building Technician Intern
(DYNÂMICA Engenharia)
06.2010 - 11.2011
- Worked on the development and layout of construction site projects using AutoCAD, integrating data from various sources to optimize space layout and functionality
- Served in the facade pathology department, applying data analysis techniques to identify common patterns and causes in structural issues, contributing to more effective and preventative solutions
- Conducted field monitoring of repairs, collecting operational data used to adjust repair processes in real-time, reducing downtime and enhancing team efficiency.
Web Develop / GIS
(NEXUS)
02.2000 - 06.2002
- I carried out vectorization using MicroStation/GIS of sewage, water, drainage of urban networks
- Developed GIS integration with the website
- Utilized HTML and CSS for structuring and styling the page, ensuring compatibility across different browsers and devices
- Programmed interactive features using JS, enhancing user experience and online service efficiency
- Managed content updates and page modifications using Microsoft FrontPage, facilitating regular maintenance and continuous improvements.
Education
Postgraduate Specialization in Data Science -
Universidade Nove de Julho
Postgraduate Degree in Geotechnical Engineering -
Universidade Nove de Julho
Bachelor of Civil Engineering -
Universidade Nove de Julho
Bachelor's Degree in Business Civil Engineering (Transferred) -
FURG
Technical Degree in Building Construction -
ETEC - Centro Paula Souza
Technical Degree in Administration -
ETEC - Centro Paula Souza
Program in Parametric Design with Visual Programming in BIM -
Ziggurat Innovation & Technology Business School
Barcelona, SPAINAI Engineering - Professional Certificate -
IBM
Big Data Processing and Analysis -
Universitat Autònoma de Barcelona
Database Design and Basic SQL in PostgreSQL -
University of Michigan
Cloud Solutions Architect Professional Certificate -
AWS
Introduction to R Programming for Data Science -
IBM
Design and Build a Data Warehouse for Business Intelligence Implementation -
University of Colorado System
Skills
- Python Programming
- Machine Learning
- SQL Databases
- Statistical Analysis
Certification
- English Course with Callan Method, BC English, Indaiatuba, SP, MM/DD/YY
- Hashtag - Python Impressionador, Brazil, MM/DD/YY
- GeoFast/ GeoStudio - Soil Nailing and reinforcement tieback and curtain, Brazil, MM/DD/YY
- GeoFast/GeoStudio - Slope Stability - Slope, Seep and Sigma In Situ) SP, Brazil, MM/DD/YY
- Instituto Minere - Mining Slope Stability Course, MG, Brazil, MM/DD/YY
- FF Solutions - Navisworks for BIM Coordination, Brazil, MM/DD/YY
- LinkedIn Learning Courses, MM/DD/YY
Languages
English
Spanish
Portuguese
Technical Skills
Keras, PyTorch, TensorFlow, Scikit-Learn, PySpark, Python, R, SQL, PHP, HTML, CSS, JS, TypeScript, React.js, Microsoft Visual Studio, MS Visual Studio Code, MySQL, PostgreSQL, Git, PowerBI, AWS, Autodesk Docs, GitHub, Civil 3D, AutoCAD, Revit, InfraWorks, Archicad, NavisWorks, MicroStation, SketchUp, GeoStudio, Geo5, gINT, ArcGis, QGis, Global Mapper, Grasshopper, Dynamo, Access, Word, Outlook, PowerPoint, MS Project
Gym
I like to go to the gym around 6 am. And I do weight training for 1 hour.
Timeline
GIS Data Scientist/ Geotechnical Civil Engineer
(GRUPO ENERGIA)
11.2020 - 04.2024
Data Engineer/ Civil Enginner
(GERALDES Engenharia)
01.2018 - 11.2020
Trainee
(GERALDES Engenharia)
02.2015 - 12.2017
Building Technician
(ADS Energias Renováveis S.A.)
07.2013 - 02.2015
Inventory Control Systems Analyst
(ENGESUL)
02.2013 - 07.2013
Operations Leader / Signalman
(PETROBRAS / IRIGARAY)
12.2012 - 02.2013
Data Analyst Sales
(LORENZET)
03.2012 - 12.2012
Building Technician Intern
(DYNÂMICA Engenharia)
06.2010 - 11.2011
Systems Administrator
(HBE)
06.2006 - 06.2012
Web Develop / GIS
(NEXUS)
02.2000 - 06.2002
Postgraduate Specialization in Data Science -
Universidade Nove de Julho
Postgraduate Degree in Geotechnical Engineering -
Universidade Nove de Julho
Bachelor of Civil Engineering -
Universidade Nove de Julho
Bachelor's Degree in Business Civil Engineering (Transferred) -
FURG
Technical Degree in Building Construction -
ETEC - Centro Paula Souza
Technical Degree in Administration -
ETEC - Centro Paula Souza
Program in Parametric Design with Visual Programming in BIM -
Ziggurat Innovation & Technology Business School
AI Engineering - Professional Certificate -
IBM
Big Data Processing and Analysis -
Universitat Autònoma de Barcelona
Database Design and Basic SQL in PostgreSQL -
University of Michigan
Cloud Solutions Architect Professional Certificate -
AWS
Introduction to R Programming for Data Science -
IBM
Design and Build a Data Warehouse for Business Intelligence Implementation -
University of Colorado System