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Diego G.DG

Diego G.

Data Scientist | Deep & Machine Learning

€550/day
Bastia, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Diego

At Syralis, I don't just provide dashboards. I transform your raw data into truly predictive and prescriptive engineering that is directly operational.
Ready to move from simple analysis to strategic prediction? Let's discuss how Syralis can model your future.
  • French

    Native or bilingual

Can work on-site
Bastia (up to 50km)

Experience

  • Syralis
    Director
    TECH
    July 2024 - Today (1 year and 11 months)
    Bastia, France
    I support my clients in leveraging their data assets, from initial collection to operational exploitation through custom AI models. My goal is to transform raw data into measurable strategic levers (forecasting, optimization, automation).

    Areas of Intervention and Key Services

    • Data Audit and Architecture: Full support for collecting and integrating company data (ETL/ELT, data pipelines) to ensure a solid and usable foundation.
    • Analysis and Visualization: Conducting in-depth analyses and designing interactive, personalized dashboards for clear business monitoring. These deliverables are the foundation for all decision-making.
    • Design, training, and deployment of predictive models (Machine Learning/Deep Learning) specifically designed to address the client's unique challenges.
    • Creation of custom models or Fine-Tuning of existing models (particularly in NLP and Vision) when company data allows, ensuring maximum accuracy and relevance.
    • Operational Deliveries: My work ranges from monitoring dashboards to production-ready models (e.g., resource forecasting, predictive maintenance, customer segmentation).


    Technical Specialization Areas

    • Time Series (Main Expertise): Advanced modeling and forecasting on time-indexed data, crucial for sectors like finance, energy, or logistics.
    • Natural Language Processing (NLP): I favor a pragmatic approach: intensive Fine-Tuning of models for perfect adaptation to the company's internal jargon and documents, maximizing efficiency.
    • Generation and Computer Vision: Application of Deep Learning techniques for image analysis or content creation (classification, detection, synthetic data generation, segmentation).
    Deep Learning Machine learning Analyse de données Data visualisation Stratégie IA
  • Université de Corse
    PhD Student
    RESEARCH
    September 2023 - Today (2 years and 9 months)
    Corte, France
    Field: Data Science, Operations Research, Renewable Energies

    As a researcher specializing in environmental forecasting, my primary role is to develop and optimize high-precision predictive models for key variables in renewable energy production in Corsica: wind speed and sunshine.

    This activity is part of a decision-support approach for optimizing electrical grids and strategic management of local energy resources.
    Data science Data analysis Data visualisation R&D Deep Learning

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Education

  • PhD in Computer Science - AI applied to meteorology.
    University of Corsica
    2025
  • Master - Full Stack Developer
    University of Corsica
    2023

Certifications

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