Vsevolod Salnikov

💼 Professional experience

Agilytic

Data Science Expert Since 2024

• RAG Project implentation

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, ...)
• 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