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Alaa Houimel

machine learning engineer

Peut se déplacer à Paris

  • 48.858705
  • 2.342865
Proposer une mission La mission ne démarrera que si vous acceptez le devis de Alaa.
Proposer une mission La mission ne démarrera que si vous acceptez le devis de Alaa.

Localisation et déplacement

Paris, France
Peut travailler dans vos locaux à
  • Paris et 15km autour


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Compétences (34)

  • Frameworks
  • Débutant Intermédiaire Confirmé
  • Langages
  • Débutant Intermédiaire Confirmé
  • SQL
    Débutant Intermédiaire Confirmé

Alaa en quelques mots

Hi !
I'm Alaa (like the God, but without the power)

I'm a curious lifelong learner by nature, a meticulously versatile data scientist by education, who likes to build and connect meaningful AI pipelines, one commit at a time.

I also like chess, ping pong, and will give you a run for your money on Mario Kart,

Cheers !


DiliTrust - DiliTrust SAS

High tech

Senior ML Engineer

Paris, France

mars 2019 - Aujourd'hui (3 ans et 7 mois)

■ Contribute to defining mid / long term strategic ML objectives in close collaboration with the Product team
■ Share best practices and processes
■ Promote sustainable and scalable growth

■ Build End to End NLP pipelines for legal document analysis, leveraging state of the art language modeling architectures
■ Deploy services / workloads on a Kubernetes cluster using Terraform scripts (Infrastructure as a code)
■ Contribute to code maintenance, testing and integration.
■ Serve embeddings models using Flask / Gunicorn to speed up
loading time during inference
■ Extract, clean, export and maintain the ML Datalake (GCS)
■ Export GCP Logs to a BigQuery Dataset, via Log Routers
(terraform), and create Grafana dashboards for analysis

■ Benchmarked and implemented SOTA contextualized textual embeddings
■ Parallelized existing parts of code using native python and Dask
■ Designed, trained and deployed a signature detection model
NLP Python Google cloud Docker Pytorch Git CI/CD SQL

Algorithmic crypto trading bot

High tech

ML Engineer

Paris, France

janvier 2021 - Aujourd'hui (2 ans et 2 mois)

■ Implemented and dockerized from scratch a crypto trading bot, including backtesting engine and exchange handler
■ Implemented a real-time slack bot for remote control
■ Implemented a reactive dashboard to evaluate / monitor
strategy performances
Design Patterns Python Panda Dash Dashboard Plotly


Commerce de détail

Freelance ML Engineer  - En tant que freelance

Paris, France

novembre 2019 - janvier 2020 (2 mois)

■ Loaded and processed, in a distributed fashion, a large dataset of patents (500GB + in relational tables) into Parquet format
■ Hierarchical Feature engineering
■ Classified, in parallel, each patent by its IPC (international patent
classification) on a GCP

Sup'Com Junior Entreprise - SJE

Head of Marketing and Communications

mai 2016 - mai 2017 (1 an)

Recommandations externes

Consultez les recommandations qu'a reçues Alaa