Vsevolod Salnikov

Vsevolod Salnikov

💼 Professional experience

Agilytic

Data Science Expert Since 2024

  • RAG Project implementation
  • AI Solution Architect

Partenamut

Machine Learning Expert 2023-now

  • Assisting the Data Science team in improving and deploying AI solutions to the cloud

Technologies : R, Shiny, Python, Power BI, SPSS

EisphorIA SRL

CTO / CSO and co-founder 2019-2023

  • Business strategy and management. Supervision of the technical development and strategic positioning of the data-oriented start-up. Supervision of the data science and dev teams.

Technologies: Python, TensorFlow, R, Elastic Search, AWS Glue, AWS Athena, Snowflake, Tableau

University of Namur

Team lead customer analytics 2019-2023

  • Graph mining, Big Data, AI & Computer security courses + Interdisciplinary projects mentoring.

Technologies used: R, SAS, Google BigQuery, DB2, Microstrategy

GeoLabe LTD

Co-Founder 2016-2019

  • Supervision of the technical development of the data-oriented start-up, creation of smartphone applications. Co-supervision of the data science team

Technologies: R, SAS, Rank, SQL Server, Amadea

VDDM SARL

Co-Founder 2017-2019

  • IT consultancy, supervision of development projects for web /smartphones.

🦾 Certifications, trainings

Methodologies

  • Machine Learning:
    • Classical approaches (regressions, SVM, decision trees, ...)
    • Neural networks (including deep, convolutional, ...)
    • Transfer learning / reinforcement learning / boosting
    • Temporal analysis (ARIMA, LSTM, ...)
    • Encoder-decoder architectures
    • Natural Language Processing, incl.Generative AI (Large Language Models)
    • Graph mining / networks approaches
    • Clustering
    • Causal inference
  • Data Engineering:
    • Microservices (Docker, Kubernetes, ...)
    • Hadoop / Spark
    • Dashboarding and BI solutions
    • Server configuration and cloud solutions (GCP / AWS / Azure / OVH / Scaleway / ...)
    • Edge computing
    • Security protocols
    • Smart contracts and blockchain
    • API creation
  • Data Storage:
    • Relational databases (MySQL, MSSQL, PostgreSQL, Oracle DB)
    • Nonrelational databases (Mongo, Cassandra, ...)
    • ElasticSearch
    • Graph databases
    • Data lakes
    • Parquets

Software & programming

  • Programming languages (production level products using any of the following):
    • C / C++ / C#
    • Python
    • Java / Kotlin
    • Objective C / Swift Javascript (with frameworks)
    • Markup (including html/css)
    • R

🎓 Academic credentials

  • Maitre de Conference (sec.26) qualification, 2016
  • PhD in Science, University of Namur, 2015
  • Master in Complex Systems, Ecole Normale Supérieure de Lyon, 2012
  • Master in applied mathematics, Moscow State Lomonosov University, 2012

🇺🇳 Languages

🇷🇺 Russian: Native

🇫🇷 French: professional proficiency

🇬🇧 English: professional proficiency

🔐 Proprietary and confidential. 💡 Profile CVs are provided for illustration purposes. ✅ Planning of specific experts will be secured upon formal agreement.

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