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Antoine RaméAR

Antoine Ramé

Data Engineer Python | Automation & pipelines

€280/day
Lyon, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Antoine

I am a Python Data Engineer with a strong focus on "pipelines & industrialization". I design complete systems to transform documents and web sources (PDF, reports, factsheets) into structured data ready for AI exploitation.

What I do concretely:
- Scraping & collection (HTML/PDF heuristics, error handling, anti-bot measures, caching)
- Conversion & extraction (OCR, parsing, Markdown, table/section extraction)
- Structuring & quality (validation, business rules, anomaly detection, extraction versioning)
- Orchestration & production run (Prefect 3.x, work pools, retries, scheduling, logs)
- APIs & integration (FastAPI, webhooks, SQLite/Postgres storage, CSV/Parquet export)

Deployment & infra (Docker, Linux, light monitoring, Git/CI best practices)

Specialty: extracting metrics from reports, at scale, with a robust approach (tests, idempotence, observability).

I can undertake short missions or build pipelines over several weeks, with clear deliverables and maintainable code.
  • French

    Native or bilingual

  • English

    Fluent

  • Spanish

    Conversational

Remote only
Primarily works remotely

Experience

  • TOBAM
    Research Intern - Data & Quant
    PRIVATE EQUITY
    September 2025 - December 2025 (3 months)
    Paris, France
    Design of ESG reports and factsheets ingestion pipelines (collection → extraction → validation → storage)
    Automation of ESG metrics extraction from PDFs (OCR + parsing + LLM)
    Orchestration (Prefect), error handling, caching, quality monitoring, industrialization
    Improvement of coverage and reduction of manual processing through rules and checks

    Research related to crypto strategies (companies exposed to BTC, funding spreads on derivatives) to feed internal investment theses.
    LLM-based research tools (document ingestion, vector search, RAG) to accelerate research in large volumes of financial reports.
    Data Pipelines and Warehousing Python Cloud Integration Web Scraping JavaScript
  • Antoine Ramé
    Freelance Web Developer
    January 2020 - Today (6 years and 5 months)
    Paris, France
    Developed and delivered three high-performing responsive websites for small businesses using HTML, CSS, SASS, JavaScript, and frameworks such as React and VueJS. Enhanced user experience and interface design, managed end-to-end project delivery, improving UX/UI and site performance and boosting customer engagement.

    Front-end development of websites
    Use of HTML, CSS with SASS and JavaScript
    Use of frameworks such as React or VueJS
    Use of CMS such as Wordpress or Shopify
  • ExtraStudent
    Web Developer Intern
    SOCIAL NETWORKS
    January 2020 - January 2021 (1 year)
    Paris, France
    Built and maintained a responsive WordPress website, combining HTML5, CSS3, PHP, and MySQL. Streamlined system administration on OVH and Always Data platforms for a website hosting over 10,000 active users.

    Development of the "Élèves Solidaires" website on WordPress
    System administration on OVH then Always Data
    Use of HTML5, CSS3, PHP and MySQL
    HTML/CSS/JS Wordpress Cloud Administration Cloud Integration SQL

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Education

  • Civil Engineer
    École des Mines de Saint-Étienne
  • MSc in Management
    emlyon business school

Skill set

Categories