João Pedro Lins

João Pedro Lins Email and Phone Number

Senior Data Scientist @ iFood
State of Pernambuco, Brazil
João Pedro Lins's Location
Recife, Pernambuco, Brazil, Brazil
About João Pedro Lins

Hi, I'm João Pedro!👋Senior Machine Learning Engineer with +3 years of experience, specializing in the automation of end-to-end machine learning pipelines on cloud platforms (GCP and AWS). My expertise includes designing and maintaining MLOps pipelines, building APIs for process automation, and deploying machine learning models as services. I'm also skilled in constructing CI/CD pipelines and developing automated tests to ensure service quality before deployment. Additionally, I create data products that empower stakeholders to make data-driven decisions. Currently, I'm expanding my knowledge in Generative AI, focusing on LLM (Large Language Models), LangChain, and Retrieval-Augmented Generation (RAG) to implement innovative AI solutions.In addition to my technical expertise, I’m also a highly effective communicator and collaborator, able to work closely with clients and stakeholders to understand their needs and translate them into actionable requirements. I’m able to explain complex technical concepts in a clear and concise manner, making it easy for non-technical stakeholders to understand the value and potential impact of machine learning.👨🏻‍💻📚 My sklills: Hard-Skills: - Python and SQL; - Machine Learning; - Data Pipelines; - Data Analysis; - MLOps; - Google Cloud Plataform (Bigquery, Cloud Storage, Cloud Run, Cloud Functions, App Engine); - Docker; - CI/CD; - Web scraping techniques (Scrapy, Beautiful Soup, Selenium); - NLP techniques (Spcay and NLTK); - Retrieval Augmented Generation (RAG); - LangChain; - Data Visualization; - Looker Studio. Soft-Skills: - Storytelling; - Clarity; - Teamwork; - Communication; - Analytical thinking;👨🏻‍💻📊 My portifolio:🔹Github: https://github.com/pedroolins

João Pedro Lins's Current Company Details
iFood

Ifood

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Senior Data Scientist
State of Pernambuco, Brazil
João Pedro Lins Work Experience Details
  • Ifood
    Senior Data Scientist
    Ifood
    State Of Pernambuco, Brazil
  • Globo
    Senior Machine Learning Engineer
    Globo Aug 2023 - Present
    Rio De Janeiro, Rio De Janeiro, Br
    - Contributed to the development of the MLOps pipeline for machine learning models focused on predicting soccer match audiences at TV Globo. This project utilized Python and tools such as Pandas, Scikit-Learn, XGBoost, LightGBM, Flask, and Optuna, alongside Google Cloud services (Cloud Run, BigQuery, Cloud Pub/Sub, Cloud Scheduler, and Cloud Storage) to automate the training pipeline, improving and accelerating the selection of soccer matches for broadcast;- Built chatbots using Retrieval-Augmented Generation (RAG) with Docker, Python, LangChain, LLMs, and BigQuery as a vector database.- Contributed to the development of computer vision applications and architectures for analyzing key indicators in TV Globo’s content;- Provided technical support and guidance to junior data scientists on the team;
  • Globo
    Machine Learning Engineer
    Globo Jun 2022 - Aug 2023
    Rio De Janeiro, Rio De Janeiro, Br
    - Leveraged a diverse set of Google Cloud Platform tools, including BigQuery, Cloud Run, and Google Cloud Storage, to deploy models and provide audience predictions for TV Globo programs;- Developed CI/CD pipelines using GitHub Actions to streamline deployment processes;- Developed and implemented machine learning systems; - Built APIs to provide machine learning model predictions for applications that monitoring the performance of TV Globo programs.
  • Globo
    Junior Data Scientist
    Globo Sep 2021 - Jun 2022
    Rio De Janeiro, Rio De Janeiro, Br
    - Developed reports and dashboards (Streamlit and Looker Studio) that facilitated monitoring of audience performance for TV Globo and its competitors, supporting data-driven decision-making for directors and stakeholders;- Built and maintained ETL pipelines to continuously feed the team’s audience prediction models with new data. This project leveraged Python, Pandas, and BeautifulSoup for web data extraction, alongside Google Cloud Platform (GCP) services—including Cloud Functions, BigQuery, Pub/Sub, and Cloud Scheduler.

João Pedro Lins Education Details

  • Unopar - Universidade Norte Do Paraná
    Unopar - Universidade Norte Do Paraná
    Ciência De Dados

Frequently Asked Questions about João Pedro Lins

What company does João Pedro Lins work for?

João Pedro Lins works for Ifood

What is João Pedro Lins's role at the current company?

João Pedro Lins's current role is Senior Data Scientist.

What schools did João Pedro Lins attend?

João Pedro Lins attended Unopar - Universidade Norte Do Paraná.

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