Felipe Jansen Rabello

Outras informações:
Backend Python Developer Data Scientist- Worked on the integration of NLP (Natural Language Processing) with a chat bot using the RASA framework, serving over 7.000 daily customers;- Executed end-to-end Data Science projects, from initial business understanding to EDA, feature engineering, and model training, leading to process optimizations that managed to get 10 of monthly income using only 3 of the average costs.;- API integration and file processing from banking and financial sector;- API development for several purposes using Flask, Celery, Marshmallow, Unittest, Mysql, MongoDB, AWS, SQLAlchemy.Technologies: Pandas, Polars, MySQL, SQLAlchemy, MongoDB, RedShift, AWS, Git, Conda, Docker, Celery, Redis, Rabbitmq, RASA, YouTrack, Sci-Kit-Learn, MlFlow, DVC, XGBoost.Skills: MySQL GitHub REST APIs Google Cloud Platform (GCP) Object-Oriented Programming (OOP) Git Matplotlib Flask Machine Learning Continuous Integration and Continuous Delivery (CI/CD) Amazon Web Services (AWS) Celery Unit Testing Polars MongoDB Thinking Skills API Development Redis Bash Linux SQL Pandas Amazon Redshift

Outras informações:
Gerente de PDI do laboratório técnico (TECLAB);- Criação e validação de um método semiquantitativo inovador para analisar dados de reações LAMP baseadas em colorimetria, escrito em Python utilizando bibliotecas como Pandas, Scipy, Numpy e Matplotlib. Este foi o resultado de um projeto de ciência de dados. A visualização de dados e as métricas criadas são utilizadas por toda a equipe biomédica para fornecer diagnósticos assistidos por IA a mais de 1.000 pacientes mensalmente;- Gestão de um projeto que reduziu em até 67 os custos brutos com plásticos para a realização de um conjunto de 3 exames;- Execução de um projeto de ciência de dados, em cooperação com a equipe de IA, para reduzir em 50, de 30 minutos para 15 minutos, o tempo total para entrega de um resultado negativo utilizando a plataforma molecular. Para tanto, utilizamos Python e diversas bibliotecas, incluindo Numpy, Scipy, Scikitlearn, Pandas e Matplotlib;- Gerenciamento e execução de projetos utilizando óptica, fluorescência e espectroscópio embarcado que permitiram a redução de cerca de 30 nos custos dos exames;- Criação de diversos gadgets personalizados sob demanda (hardware + firmware + software) para a equipe do wetlab, utilizando o GitLab para controle de versão;

Outras informações:
SR Researcher involved in the Development of the molecular Hilab platform (consumable + device), +1000 users monthly; - Setting up the molecular biology laboratory from scratch, which turned into the second greatest RDI department in income generation; - Establishment of a scientific partnership with the university UFPR for the creation and development of the project "Development of rapid molecular testing using LAMP and LAMP - CRISPR/Cas"; - Establishment of a scientific partnership with the CQMED from UNICAMP university for the creation and development of the project "Development of biotechnological reagents for diagnostics in Point of Care systems aided by Artificial intelligence"; - Establishment of a scientific partnership with the university USCS for the validation of the molecular Hilab platform using SARS-CoV2 samples; Skills: Real-Time Polymerase Chain Reaction (qPCR) Bioinformatics Matplotlib Loop-mediated isothermal amplification (LAMP) Primer Design Mathematics Thinking Skills Bash Point of Care Linux Research and Development (RD)

Outras informações:
- Automation of the uC setup and database registry using python and Linux reduced the production time of the process by more than 60; - Improvements in production procedures and automation for the hardware products; - Repair and assembly of PCBs; Skills: Matplotlib Python (Programming Language) Mathematics Thinking Skills Linux

Outras informações:
DLC (diamond-like carbon) thin films research using plasma enhanced chemical deposition; - PCB repair and assembly using SMD and PTH components for electronic instrumentation; - Operation of the plasma reactor to create DLC on PET substrates; - Raman spectroscopy data analysis ; - MATLAB analysis of fuzzy logic models for brushless DC electric motors; Skills: Matplotlib Printed Circuit Board (PCB) Design Printed Circuit Board Manufacturing Thinking Skills

Outras informações:
- Established a profitable business from scratch in less than a year; - Management of personal; - RDI in cement technology to improve product quality and profitability;- Established a profitable business from scratch in less than a year; - Management of personal; - RDI in cement technology to improve product quality and profitability; Skills: Business Development Team Management Linux Research and Development (RD)

Outras informações:
- Private English teacher; - Private German teacher; - Private Spanish teacher; - Private Biology teacher; Skills: Spanish German Mathematics Teaching English Biology

Outras informações:
Estágio voluntário realizado junto ao departamento de Farmacologia, no laboratório de farmacologia cardiovascular.