Skills

Skills

Voici un aperçu des compétences offertes par mes services.

Machine Learning

Data Mining, Heterogeneous data, Process Mining, Social Network Analisis, Multi-objective optimisation, Metaheuristics, Graph Mining, Genetic Algorithm, Fuzzy Systems, Deep Learning, Genetic Programming

LLM Models

ChatGPT-4, Claude, Mixtral, Llama2, SQLCoder

Development

Python, Spark, Java, Java for Android, C++, R, HTML, PHP, Javascript, VB, Keras, Theano

Python libraries

  • Science (pandas, dask, geopandas, numpy, scikit-learn, scikit-bio, networkx, pyspark)
  • Dataviz (matplotlib, plotly, bokeh, seaborn, pydot, Pillow, shapely)
  • Front end (flask)

Big Data

AWS (S3, EC2, EMR, Scality), PySpark, Hadoop, Mahout, MapReduce, Flume, Avro, Impala, Ambari

Databases

SQL (MySQL, PostgreSQL), No SQL (Hive, InfluxQL, Flux), Blockchain (Neo4J)

Softwares

  • Scientific (LaTeX, Matlab, Maple, Weka, RapidMiner)
  • ML-Ops (CometML, CometLLM, MLFlow)
  • Development (VSCode, Eclipse, PyCharm, GIT/SVN/CVS, Docker)
  • Versioning & tickets (GitLab, GitHub, Jira, IceScrum)
  • Monitoring (Grafana, Datadog, AT Internet)
  • Office (MS Office, OpenOffice)
  • Image (Blender, Gimp, Photoshop)

Operating Systems

Linux, Windows, Macintosh, Android, Raspberry, NAS Synology

Soft skills

  • Management and teamwork
  • Communication and teaching
  • Networking and technology watch
  • International R&D projects coordination
  • Initiatives

Business skills

Banking, business factoring, real estate scoring, e-Marketing, customer journey, geo-marketing, fraud, technology watch, scoring for business fragility detection

Languages

French, English, Spanish