AKAymen Kadri
ResumeEmail

Aymen Kadri — Data Engineer, Paris, France

I build data systems that hold up in production.

Engineering graduate in Big Data & Machine Learning with three years of experience across apprenticeships and freelance delivery. I build the datasets, models, and analytics pipelines products run on.

Graduating Efrei Paris, August 2026 — open to full-time Data Engineer roles in Paris

Email meResumeLinkedInGitHub
0+
applications tracked, BNP Paribas
0
entities covered worldwide
0+
users on Parallax
0+
users on Refine
§02

Experience

Aug 2024 — Aug 2026BNP Paribas Personal Finance — Paris, France

Data Custodian IT Officer (DCiO)

  • Built the consolidated dataset powering the department’s reporting, merging SharePoint questionnaire exports and the group application repository into one automatically refreshed source of truth.
  • Owned the analytics product end to end: Power BI application, DAX, semantic data model, automated refresh, and KPI tracking across 5,000+ applications and 12 international entities.
  • Defined indicator logic with business stakeholders and hardened the measure layer so KPIs remained comparable across entities and over time.
  • Owned data quality controls, access-rights management, and documentation across the underlying assets, in a GDPR and EU AI Act readiness context.
Power BIDAXAzureSQLData Modeling
Mar 2026 — Jun 2026Hightech Payment Systems (HPS) — Dubai, remote

Data Scientist Intern

  • Built a predictive delivery-risk engine for the critical SIT, UAT, and Go-Live phases of payment-platform rollouts.
  • Analysed historical delivery data in Python with pandas and scikit-learn to engineer early-warning features and design the scoring logic.
  • Shipped health-indicator dashboards used by delivery managers to assess go-live readiness.
Pythonpandasscikit-learnScoring Models
May 2023 — Jun 2024New IVS — Lille

Full-Stack Developer

  • Built REST APIs in Symfony and the React back-offices consuming them.
  • Designed and maintained the MySQL databases behind internal tools.
  • Wrote Python scripts to automate recurring internal processes.
  • Containerized services with Docker and deployed them on Kubernetes.
SymfonyReactMySQLDockerKubernetes

Certified: Microsoft DP-100 (Data Science), AI-900 — TOEIC 895/990

§03

Build

Refine — macOS app, open sourceMIT License

A native macOS tool that rewrites text where you're already typing.

A global shortcut opens a native panel over any app. Select text, apply a transform — proofreading, rewriting, translation, or your own chained flows — and it's rewritten in place. A persistent clipboard keeps history locally.

Local-first by design: on-device inference through llama.cpp with Metal acceleration, with OpenAI, Anthropic, and Ollama available as optional streaming cloud providers. API keys live in the macOS Keychain, never in a config file.

Native integration goes deep — NSPanel, Cocoa, Core Graphics, simulated keyboard events for text injection — packaged, signed, and notarized, with an auto-updater built in.

Built bySolo — design to distribution
Users100+
LicenseMIT
View source on GitHubgetrefine.app
Frontend
React 19TypeScriptViteTailwind
Backend
RustTauri v2Async runtimeSQLite
Inference
llama.cppMetal accelerationOpenAIAnthropicOllama
Distribution
SignedNotarizedAuto-updater
§04

Freelance

Freelance since 2023, alongside school — five full-stack projects delivered end to end for clients across agencies, events, wellness, and retail.

Publicis — StellantisIn progress

Full-stack development on a web platform for the Stellantis account, delivered through Publicis.

Parallax2,000+ users

Event platform for a DJ and nightlife brand. Events are ticket-restricted, so the platform is the independent channel: capturing and qualifying the audience, promoting dates to the existing base, and routing to ticketing. Built and run solo — acquisition, database, and integrated email campaigns.

parallaxevent.com
Encore Pilates

Booking site and back-office for a pilates studio, built from scratch.

WSP

Corporate landing page.

Muki Sushi — Dubai

WordPress rebuild, new features, SEO optimization.

§05

Stack

Data & ML

  • Python
  • SQL
  • pandas / NumPy
  • scikit-learn
  • Power BI (DAX)
  • ETL / ELT

Software

  • TypeScript
  • React
  • Rust
  • PHP / Symfony
  • NestJS

Infra & Tools

  • Airflow / dbt
  • Kafka
  • Docker
  • Kubernetes
  • Snowflake
  • BigQuery
  • PostgreSQL
  • Azure
§06

Beyond the stack

I DJ and produce electronic music — 100K+ SoundCloud streams and sets in front of 500+ people in Paris, Casablanca, and London. It's where the domain knowledge behind Parallax comes from, and part of why nightlife and events keep showing up in my freelance work.

Paris500+ people
Casablanca500+ people
London500+ people
§07

Let's talk

Open to full-time Data Engineer roles in Paris, and to freelance builds worth doing properly.

aymenkadri798@gmail.comLinkedInGitHubResume