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Vasco SampaioVS

Vasco Sampaio

Machine Learning | Deep Learning | Computer Vision

€450/day
1 project
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Vasco

AI & Computer Vision EngineerI help my clientstransform their data and images into robust and actionable AI solutions.

Computer Vision & Medical Imaging

*Medical image segmentation(MRI, CT scans, DICOM) to identify and isolate organs, lesions, or anomalies.

*Pathology detection & classificationwith models trained on real-world data.

*Standardization and anonymizationofmedical datato comply with regulatory constraints (GDPR)

Machine Learning & Deep Learning
  • **Custom model design**: selection of appropriate architectures (CNN, Transformers, etc.).
*Training and fine-tuningof existing models to optimize performance on your datasets.
  • **Evaluation & metrics**: implementation of relevant KPIs (precision, recall, F1-score) and cross-validation
Image Processing & Data Processing
  • **Advanced preprocessing**: cleaning, normalization, data augmentation to improve model robustness.
*Complex data analysis(3D, multi-modality, time series).

*Pipeline automationto accelerate the transition from raw data to model training.

Deployment & Optimization

*GPU optimization and parallelizationfor fast and scalable models.
  • **Production deployment via APIs and dedicated servers**, integration into your business environments.
*Monitoring & maintenanceto ensure continuous reliability (logs, tests).

Software Development

*High-performance API developmentto integrate models into your existing products.
  • **Full-stack AI applications**: user interfaces, dashboards, internal tools.
*CI/CD & containerization(Docker, Git, pipelines) to automate model deployment and updates.

Let's discuss your project together.
  • French

    Native or bilingual

  • English

    Fluent

  • Portuguese

    Native or bilingual

  • Spanish

    Conversational

Remote only
Primarily works remotely

Experience

  • YIELD STUDIO
    Malt logoOn Malt
    Catch The Plane
    SOFTWARE PUBLISHING
    November 2025 - November 2025
    Creation of an image processing pipeline for detecting planes without AI on smartphone photos, adapted for a simple web interface.
    Initially, rapid prototyping using Python and Jupyter Notebook, with common procedures supported by OpenCV. Then, adaptation to JS with OpenCVJS for a client web interface.
    Python OpenCV Image Processing Computer Vision Numpy
  • SIEMENS HEALTHINEERS
    AI Research Scientist
    MEDICAL
    February 2024 - February 2025 (1 year)
    Princeton, NJ, USA
    • Conducted advanced research and fine-tuning of segmentation, detection, and classification models for input-agnostic carotid segmentation.
    • Processed and manipulated complex medical imaging datasets.
    • Designed and implemented a generalized pipeline to perform diverse computer vision tasks across various MRI input sequences.
    • Leveraged PyTorch and Slurm for efficient model training and large-scale computational acceleration.
    Pytorch Python Slurm OpenCV Computer Vision
  • EPITA
    Teaching Assistant (YAKA)
    EDUCATION AND E-LEARNING
    February 2023 - June 2023 (4 months)
    Le Kremlin-Bicêtre, France
    • Elevated the JavaScript period by creating challenging exercises and providing automated corrections.
    • Mentored 100+ third-year students through Java, C++, and JavaScript workshops.
    JavaScript HTML + CSS Artificial Intelligence Computer Vision Image Processing

Reviews

5.0

Out of 1 rating

JamesJ

James

YIELD STUDIO

Reviewed on 11/9/2025

Great profile, responsive and expert in his field.

Recommendations

Thibault BoutetTB
Theo CrepinTC
Emmanuel BismuthEB
Thibault Boutet and 2 other people have recommended Vasco

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Education

  • Master's in Computer Science
    EPITA
    2024
    Master's in Computer Science
  • Erasmus Semester
    Riga Technical University
    2021
    Erasmus Semester

Skill set

Categories