ML Data NLP Engineer
Aktualisiert am 04.12.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.01.2025
Verfügbar zu: 100%
davon vor Ort: 100%
Generative AI
MLOps
Data Engineer
English
Fortgeschritten
German
Fortgeschritten

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2024 - 2024:AI based mobile app


Role: Co-founding CTO


Tasks:

  • Deployment of a Llama2 model on GCP (RAG) BESIDE a chain-of-thought semantic search engine (medical student's contents).

2022 - 2022: more Tasks


Role: Airline pilot

Customer: Air France Group

2021 - 2021:AI based mobile app


Role: Co-founding CTO


Tasks:

  • Deployment of a Llama2 model on GCP (RAG) BESIDE a chain-of-thought semantic search engine (medical student's contents).

2017 - 2017: Full design of 3 mobile app prototypes


Tasks:

  • retail, real estate, ride sharing.
  • Complete copycat of the UBER app, full stack: Android/CouchDB backend. Both user and driver apps.

2015 - 2015: Full design of 3 mobile app prototypes


Tasks:

  • retail, real estate, ride sharing.
  • Complete copycat of the UBER app, full stack: Android/CouchDB backend. Both user and driver apps.

2010 - 2010: Internship in operational security


Place of work: Onéra, Toulouse


Tasks:

  • modeling of Airbus A380 avionic plateform (FMS) failures, design of a C++ tool for modeling sequential systems from a complete set of specifications.

2007 - 2007: Design of FTTH networks for the providers


Role: Telecom engineer

Customer: Véolia Environnement

Place of work: Paris


Tasks:

  • Design of FTTH networks for the providers Free et Orange, management of design office, on-site deployments

2007 - 2007: more Tasks


Role: Airline pilot

Customer: Air France Group

2006 - 2006: Design of FTTH networks for the providers


Role: Telecom engineer

Customer: Véolia Environnement

Place of work: Paris


Tasks:

  • Design of FTTH networks for the providers Free et Orange, management of design office, on-site deployments

2005 - 2005: Internship in operational oceanography


Customer: SME

Place of work: Brest


Tasks:

  • aerial laser and passive infrared (bathymetry) measure campaigns, modeling for quantifying water pollution from optical properties with matlab

2004 - 2004: more Tasks


Role: diverse


Tasks:

  • French Navy, Officer incl. a 6-month internship in hydrodynamics, a 6-month training around the world at sea
  • a 7-month assignment on Le Triomphant SSBN as deputy watch officer
  • then a 2+ year period of initial training as a fighter pilot

1997 - 1997: more Tasks


Role: diverse


Tasks:

  • French Navy, Officer incl. a 6-month internship in hydrodynamics, a 6-month training around the world at sea
  • a 7-month assignment on Le Triomphant SSBN as deputy watch officer
  • then a 2+ year period of initial training as a fighter pilot

Aus- und Weiterbildung

Aus- und Weiterbildung

2021

Big Data Master's degree (« Master spécialisé »)top-ranking school and Big Data course in France! 8 month project on predictive maintenance

Télécom Paris


2020

Big Data Master's degree (« Master spécialisé »)top-ranking school and Big Data course in France! 8 month project on predictive maintenance

Télécom Paris


2010

Professional Master's degree (M2Pro) in Automatics and Production Systems (real-time systems major)

Ecole Centrale Nantes


2009

Professional Master's degree (M2Pro) in Automatics and Production Systems (real-time systems major)

Ecole Centrale Nantes


2005

optical datacom/telecoms.

Master's degree (MSpé ERTDO)

Télécom Bretagne


2004

optical datacom/telecoms.

Master's degree (MSpé ERTDO)

Télécom Bretagne


2004

Navy pilots's training


2001

Navy pilots's training


2000

engineer's degree

Naval Academy


1997

engineer's degree

Naval Academy


1997

Military College of Aix-en-Provence, scientific preparatory classes.


1994

Military College of Aix-en-Provence, scientific preparatory classes.

Kompetenzen

Kompetenzen

Top-Skills

Generative AI MLOps Data Engineer

Produkte / Standards / Erfahrungen / Methoden

Technical skills
  • Algorithms! Online ML/NLP/NLU Stanford Univ. and Algs4 Princeton Univ. courses.
  • Machine learning, MLOps. Deep learning (LLM), NLP, RAG, Search.
  • Big data: deployment of massive NoSQL databases (Spark, Scala, AWS, mongoDB, Elastic)
  • Langages and tools: Python, Java, C++, Scala, GCP/GCE, CLI gcloud, Linux, CI/CD Github, web scrapping, data fusion. Android, FlutterFlow. Streamlit, haystack, langchain, vLLM, dspy.
  • Model checking, system verification, real-time scheduling.
  • Signal processing, optical datacom/telecom, meteorology, flight dynamics

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2024 - 2024:AI based mobile app


Role: Co-founding CTO


Tasks:

  • Deployment of a Llama2 model on GCP (RAG) BESIDE a chain-of-thought semantic search engine (medical student's contents).

2022 - 2022: more Tasks


Role: Airline pilot

Customer: Air France Group

2021 - 2021:AI based mobile app


Role: Co-founding CTO


Tasks:

  • Deployment of a Llama2 model on GCP (RAG) BESIDE a chain-of-thought semantic search engine (medical student's contents).

2017 - 2017: Full design of 3 mobile app prototypes


Tasks:

  • retail, real estate, ride sharing.
  • Complete copycat of the UBER app, full stack: Android/CouchDB backend. Both user and driver apps.

2015 - 2015: Full design of 3 mobile app prototypes


Tasks:

  • retail, real estate, ride sharing.
  • Complete copycat of the UBER app, full stack: Android/CouchDB backend. Both user and driver apps.

2010 - 2010: Internship in operational security


Place of work: Onéra, Toulouse


Tasks:

  • modeling of Airbus A380 avionic plateform (FMS) failures, design of a C++ tool for modeling sequential systems from a complete set of specifications.

2007 - 2007: Design of FTTH networks for the providers


Role: Telecom engineer

Customer: Véolia Environnement

Place of work: Paris


Tasks:

  • Design of FTTH networks for the providers Free et Orange, management of design office, on-site deployments

2007 - 2007: more Tasks


Role: Airline pilot

Customer: Air France Group

2006 - 2006: Design of FTTH networks for the providers


Role: Telecom engineer

Customer: Véolia Environnement

Place of work: Paris


Tasks:

  • Design of FTTH networks for the providers Free et Orange, management of design office, on-site deployments

2005 - 2005: Internship in operational oceanography


Customer: SME

Place of work: Brest


Tasks:

  • aerial laser and passive infrared (bathymetry) measure campaigns, modeling for quantifying water pollution from optical properties with matlab

2004 - 2004: more Tasks


Role: diverse


Tasks:

  • French Navy, Officer incl. a 6-month internship in hydrodynamics, a 6-month training around the world at sea
  • a 7-month assignment on Le Triomphant SSBN as deputy watch officer
  • then a 2+ year period of initial training as a fighter pilot

1997 - 1997: more Tasks


Role: diverse


Tasks:

  • French Navy, Officer incl. a 6-month internship in hydrodynamics, a 6-month training around the world at sea
  • a 7-month assignment on Le Triomphant SSBN as deputy watch officer
  • then a 2+ year period of initial training as a fighter pilot

Aus- und Weiterbildung

Aus- und Weiterbildung

2021

Big Data Master's degree (« Master spécialisé »)top-ranking school and Big Data course in France! 8 month project on predictive maintenance

Télécom Paris


2020

Big Data Master's degree (« Master spécialisé »)top-ranking school and Big Data course in France! 8 month project on predictive maintenance

Télécom Paris


2010

Professional Master's degree (M2Pro) in Automatics and Production Systems (real-time systems major)

Ecole Centrale Nantes


2009

Professional Master's degree (M2Pro) in Automatics and Production Systems (real-time systems major)

Ecole Centrale Nantes


2005

optical datacom/telecoms.

Master's degree (MSpé ERTDO)

Télécom Bretagne


2004

optical datacom/telecoms.

Master's degree (MSpé ERTDO)

Télécom Bretagne


2004

Navy pilots's training


2001

Navy pilots's training


2000

engineer's degree

Naval Academy


1997

engineer's degree

Naval Academy


1997

Military College of Aix-en-Provence, scientific preparatory classes.


1994

Military College of Aix-en-Provence, scientific preparatory classes.

Kompetenzen

Kompetenzen

Top-Skills

Generative AI MLOps Data Engineer

Produkte / Standards / Erfahrungen / Methoden

Technical skills
  • Algorithms! Online ML/NLP/NLU Stanford Univ. and Algs4 Princeton Univ. courses.
  • Machine learning, MLOps. Deep learning (LLM), NLP, RAG, Search.
  • Big data: deployment of massive NoSQL databases (Spark, Scala, AWS, mongoDB, Elastic)
  • Langages and tools: Python, Java, C++, Scala, GCP/GCE, CLI gcloud, Linux, CI/CD Github, web scrapping, data fusion. Android, FlutterFlow. Streamlit, haystack, langchain, vLLM, dspy.
  • Model checking, system verification, real-time scheduling.
  • Signal processing, optical datacom/telecom, meteorology, flight dynamics

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