Eduardo Leão

Eduardo Leão Email and Phone Number

AI Engineer @ UP.Labs
Rio de Janeiro, RJ, BR
Eduardo Leão's Location
Rio de Janeiro, Rio de Janeiro, Brazil, Brazil
About Eduardo Leão

Proficient Data Scientist specializing in Computer Vision, MLOps, and innovative problem-solving for real-world challenges. Transformed the company's ML workflow by implementing automated training, evaluation, and dataset generation. Expertise in Computer Vision models and diverse ML projects, including impactful contributions to time-series forecasting. Adept at constructing cloud-based ETL systems, demonstrated by building a real-time scalable system from scratch for automatic billing information processing. Skilled in data visualizations and effective technical communication. Enthusiastic about exploring creative applications of LLMs and generative AI through engaging side projects.I'd love to connect, don't hesitate to reach out!Professional skills:Data Science | Machine Learning | AWS | Data Analytics | Data Engineering | Artificial Intelligence | Computer Vision | Python

Eduardo Leão's Current Company Details
UP.Labs

Up.Labs

View
AI Engineer
Rio de Janeiro, RJ, BR
Website:
up.partners
Employees:
31
Eduardo Leão Work Experience Details
  • Up.Labs
    Ai Engineer
    Up.Labs
    Rio De Janeiro, Rj, Br
  • Turing
    Data Scientist
    Turing Apr 2024 - Present
    - Produced a dataset of complex snowflake SQL queries for AI training, identifying model improvement opportunities.- Performed Exploratory Data Analysis on several different datasets leading to the creation of relevant business questions.- Worked in a global environment, being able to communicate with people all across the world.
  • Stone Age
    Data Scientist
    Stone Age Dec 2020 - Apr 2024
    Rio De Janeiro, Brazil
    - Structured and automated an ML pipeline utilizing Metaflow, AWS SageMaker, and PyTorch for image classification. Achieved a 10% improvement in model metrics and a 60% reduction in training time.- Transformed manual day-long operations into an automated process with a real-time large-scale serverless architecture. Utilized Terraform, AWS, and SQL, enabling the processing of millions of records in almost real-time.- Trained and deployed an OCR model with YOLO, DVC, Docker, and TesseractOCR, achieving a 10x faster inference time compared to the previous model.- Developed BI visuals using Looker Studio and BigQuery to identify model drifting. Conducted comparisons between production models in client data and their performance in random data.- Created an error forecasting model utilizing a combination of statistical and ML models, including LSTM.- Conducted a comprehensive evaluation to assert the absence of sexual or ethnic bias in the company's face detection software.
  • Ecoa Puc-Rio
    Software Engineer
    Ecoa Puc-Rio Feb 2019 - Feb 2020
    Rio De Janeiro Area, Brazil
    - Contributed to the Insurtech Innovation Program with a focus on fostering innovation and transforming the insurance and reinsurance market through the development of new products, processes, and services based on technology.- Collaborated within diverse teams to conceptualize, develop, and present Minimum Viable Products (MVPs) utilizing design thinking methodologies.- Applied a variety of technologies, including blockchain, machine learning, chatbots, and web development, to bring innovative solutions to fruition.

Eduardo Leão Education Details

Frequently Asked Questions about Eduardo Leão

What company does Eduardo Leão work for?

Eduardo Leão works for Up.labs

What is Eduardo Leão's role at the current company?

Eduardo Leão's current role is AI Engineer.

What schools did Eduardo Leão attend?

Eduardo Leão attended Federal University Of Rio De Janeiro.

Who are Eduardo Leão's colleagues?

Eduardo Leão's colleagues are Hoda Kemp, Luciano Froes.

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