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Melissa GabayMG

Melissa Gabay

Data Scientist / Software Engineering / Full Stack

€250/day
Paris, FR
0-2 years
Python
HTML/CSS
Node.js
Python Flask
Typescript

Average response time: 1 hour

Freelancer profile translated to English.
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About Melissa

Software Engineering and Data Science graduate with experience in technical support, data analysis, web development, and AI-driven solutions. Skilled in Python, React, SQL, machine learning, APIs, dashboards, and end-to-end application development. Interested in building scalable products at the intersection of software, data, and AI.

  • French

    Native or bilingual

  • English

    Native or bilingual

  • Hebrew

    Native or bilingual

Remote only
Primarily works remotely

Experience

  • OUTBRAIN
    TECHNICAL SUPPORT ENGINEER AND DATA ANALYST
    February 2022 - May 2023 (1 year and 3 months)
    • Troubleshot web application issues end-to-end by reproducing bugs, isolating root causes, and validating fixes across browser, network, and product behavior.
    • Investigated frontend and integration issues using Chrome DevTools, HTML, CSS, JavaScript, jQuery, Kibana, and Redash.
    • Analyzed technical incidents and campaign or pixel behavior using internal tools, SQL, and structured debugging workflows.
    • Supported API and integration troubleshooting using HTTP and JSON, and escalated reproducible issues with clear technical context.
    • Maintained internal documentation for recurring issues, fixes, and troubleshooting playbooks.
    JSON XML Chrome DevTools HTML/CSS SQL
  • REVAMPED
    INTERN DATA SCIENTIST
    June 2022 - October 2022 (4 months)
    • Built and maintained data pipelines using Python and SQL for internal analytics and reporting.
    • Cleaned, structured, and validated datasets to improve the reliability of analytical outputs.
    • Created dashboards and visualizations in Orange, and delivered concise, actionable insights.
    SQL Python Microsoft Excel Data visualisation Dashboard

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Education

  • BSC SOFTWARE ENGINEERING AND DATA SCIENCE
    SHENKAR COLLEGE OF ENGINEERING
    2025
    BSC SOFTWARE ENGINEERING AND DATA SCIENCE
  • DATABASES AND SQL FOR DATA SCIENCE CERTIFICATION
    IBM
    2024
    DATABASES AND SQL FOR DATA SCIENCE CERTIFICATION
Check out Melissa's education

Certifications

  • Structuring Machine Learning Projects
    Stanford CPD
    2022
    https://www.coursera.org/account/accomplishments/verify/8BBN6UMNGH2B
    Apply end-to-end learning, transfer learning, and multi-task learning Diagnose errors in machine learning systems Prioritize strategies for reducing errors Advanced ML settings: train/test mismatch and surpassing human-level performance
  • Neural Networks and Deep Learning
    Stanford CPD
    2022
    https://www.coursera.org/account/accomplishments/verify/C8C3KQDWF3LC
    Implement efficient (vectorized) neural networks Apply deep learning to various applications Identify key parameters in a neural network’s architecture Build, train, and apply fully connected deep neural networks Understand the technological trends driving the rise of deep learning
Melissa's certifications are only visible to Malt Community members

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