Miguel R. Email & Phone Number

São Paulo, SP, BR

Osasco, São Paulo, Brazil

Our team is mostly responsible for enhancing MeLi's marketplace user experience, with an utter impact on important business core metrics (e.g. CVR, CTR, GMV, etc).I've been actively contributing to major and minor projects such as:- Co-creating in-house libraries in different programming languages to increase our productivity while creating data and web.

Osasco, São Paulo, Brazil

Major projects that I contributed to with applied machine learning: - User-level personalization microservices ecosystem - Visual recommendations engine for similar products on the fashion business vertical. - Ranking recommendation engine for below-the-fold widgets. - Products/Items recommendation engine for above-the-fold widgets.

São Paulo, Brazil

• Major projects:
• Machine learning pipelines automation using Prefect,
• Implementation of ETL and ML pipelines using distributed frameworks such as Dask and Spark for transactional fraud detection,
• Experiment tracking and model governance server using TerraformTech stack: Python, Java, Terraform, Prefect, MySql, AWS(ECS, EMR,EC2, R53, RDS)

São Paulo, Brazil

• Major projects:
• Deep learning-based platform for diagnosis and severity of pneumonia due to covid 19.
• Reverse image search engine for fraud detection.
• Build and deploy containerized machine learning applications.Tech stack: Python, Docker, Redis, Swagger, Postgres, REST API, GCP(Cloud SQL, Run, App Engine, GCR)

São Paulo Area, Brazil

• Major projects:
• Recommender systems for HIAE online's courses platform
• Machine learning and Deep learning models for Brain CT image analysis

São Paulo Area, Brazil

• Development of machine learning and deep learning models for Time Series forecasting

São Paulo Area, Brazil

• Development of computer vision-aided tool for pediatric surgery
• Transfer learning-based method for online surgery markers identification

São Paulo Area, Brazil

• Apoio a projeto de pesquisa de um sistema robotizado para fabricar picolés, controlado por captura de vídeo do seus movimentos (Projeto PIPE- FAPESP)
• VBM (Vision Based Measurement) para conferencia de palitos e dosagem de calda de picolé
• Sistema embarcado para visão computacional

Campinas Area, Brazil

• DRONI(Dirigivel Robotico de Concepcao Inovadora) Autonomous Airship
• Hardware architecture (Onboard system)
• Software architecture (ROS based architecture)
• Integration of robotic software with QGroundControl
• Software and Hardware Integration
• Mechanical design of structural components using CAD software

Campinas Area, Brazil

• Startup co-founder
• Development of a joystick hands-free system for driving an electric-powered wheelchair.

Greater Detroit Area

• Development of advanced driver assistance systems (ADAS)
• Computer vision
• CAD modeling for Powertrain systems.
• Modeling and validation of EMI for Powertrain systems.
• System Level simulation for Powertrain systems.

Campinas Area, Brazil

• Trainee em projeto de circuitos integrados (ICs) de aplicação digital
• Functional hardware verification of CHARRUA (Based on ARM Cortex-M3) processor
• Development of C Drivers for an ARM Cortex-M3 based peripherals

Master Of Science (Msc), Mechatronics, Robotics, And Automation Engineering

Hybrid Localization for an indoor scale radio controlled car using sensor fusion

Bachelor Of Science (Bsc), Mechatronics, Robotics, And Automation Engineering

Design and implementation of joint sensors for anthropomorphic robots