• Data infrastructure/DevOps/MLOps• Natural language processing.• Chatbots.• RPA.• Logistics optimization.• Front-end applications with Angular and Back-end in Java

Postgraduate Professor in the area of:• Data Engineering and Cloud Computing• Machine Learning in industrial maintenance

• Software development with focus on computer vision with multiple cameras, using: Python, OpenCV, YOLO;• Development of object classification and detection models.

• Software development with focus on computer vision with multiple cameras, using: Python, OpenCV, YOLO v5, EfficientDet;• Development of object classification and detection models using Pytorch.

• Computer vision and Machine Learning for spot spraying system design and development using CAFFE, CAN bus, Python and OpenCV on top of a Nvidia SOM.• Development of object classification and detection models using Pytorch, Caffe, TensorRT.• Creation and management of plant image datasets. Use of augmentation techniques to create synthetic Datasets;• Data manipulation and mining using: Pandas, SciPy, Numpy, Matplotlib, Scikit-image;• Creation and manipulation of Docker containers.• Installation and management of code quality mechanisms: SonarQube and PyLinter;• Development of embedded systems based on the hardware of the Nvida Jetson family;• Use of Jupyter Notebook for manipulation and visualization of data;• Scrum methodology for software projects based on AI and embedded systems;• Test Drive Development;• Code versioning with Git;• Development of embedded systems based on Linux;• Development of control systems;• Development of Telemetry software for Agricultural Machines;• Agricultural Machine Telemetry Hardware Project based on CAT M1, NB-IoT, GPRS technologies;• MQTT protocol;• IBM Watson IoT hub;• Azure IoT hub;• SQLite;• MongoDB;• Preparation of technical documentation for ANATEL certification;• Test of Solutions in the field;• Hardware project using Altium designer;• Testing of Multi-Cloud Solutions for telemetry and IoT systems.

• Development of a research and innovation project in the areas of Big Data Analytics to predict failure events in manufacturing machines;• Prototyping and 3D printing;• Deploymentof IoT-LoRaWan Systems for asset management aimed at application in the automotive industry sector;• Machine Learning applied to motion mapping by computer vision;• Collaborative robotics;• Project management with Scrum Agile methodology;• Development of IoT system using Raspberry Pi 3+;• Development of RDA (Robot Desktop Automation) to automate repetitive tasks.

• Research and development in the area of Cloud Computing (Openstack: Nova, Ceilometer, Horizon, Heat and etc.) and virtualization of Long-Term Evolution (LTE) 4G/5G networks;• Installation, configuration and maintenance of servers;• Programming of distributed systems using C ++ 14, Python, Corba, REST;• Research and development in the area of software and hardware Open source for LTE networks: OpenLTE and OpenAir interface.

• Implementation of 4G/5G cellular networks using platforms based on free software. In partnership with Nokia of the Brazil.

• Programming of network monitoring systems;• Installation, configuration and maintenance of servers, switches, routers and ONTs;• Welding of optical fibers;• Assistance in maintenance of generators, battery bank and No Breaks;• Creation and management of spreadsheets in Excel for subjects related to the engineering area.

• Commercial automation - installation, configuration and maintenance of servers, fiscal printers and pin ped;• Technical assistance for commercial automation software Ionics, Auto system and data cook.