Freelancer profile translated to English.

Description

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.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent
Spanish
Conversational

Workplace preferences

Remote only

Primarily works remotely

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