Sergej Andrejev
Data Scientist
Heidelberg, Baden-Württemberg, Germany
Summary
👤
Senior🎓
Top SchoolSergej Andrejev is a data scientist with 17 years of hands-on software and research experience, currently applying advanced analytics and ML at Eliptica in Heidelberg. He combines deep statistical and mathematical modeling expertise (Bayesian inference, MILP, genetic algorithms) with a broad programming background across R, Python, C#, Java and HPC ecosystems. His decade-long tenure at EMBL involved multi-omics integration, metabolic modeling with CPLEX and large-scale data analysis, bridging biology and production-ready software. Earlier full-stack and architect roles in insurance and web startups honed his systems design and integration skills, and he has contributed to notable open-source work on the SharpDevelop IDE by enhancing its command and UI binding system. Comfortable moving between research methodology and engineering delivery, he brings a practical knack for turning complex models into reproducible, deployable tools.
17 years of coding experience
14 years of employment as a software developer
Vilniaus Puškino Vidutinė MokyklaBSc, IT, BSc, IT at Vilniaus universitetas / Vilnius University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (11)
net10
asp-net10
wpf10
dotnet10
csharp10
command-pattern10
dotnet-core10
addon9
addin9
develop9
ide9
Programming languages (6)
Github contributions (5)
icsharpcode/SharpDevelop
May 2009 - Aug 2009
#develop (short for SharpDevelop) is a free IDE for .NET programming languages.
Role in this project:
Full-stack Developer
Full-stack DeveloperContributions:62 commits in 2 months
Contributions summary:Sergej's contributions focused on implementing and integrating a commands registry and UI command system within the SharpDevelop IDE. They added features for registering and managing routed UI commands, command bindings, and input bindings. The changes span across multiple files within the core presentation layer and project structure, modifying code related to command handling and UI interaction. They also added the ability to load commands and key bindings from the add-in tree.
dotnetideprogramming-languagesharp-develop
sandrejev/drugs_bioaccumulation
Dec 2018 - Jul 2021
Contributions:67 commits, 14 pushes, 1 branch in 2 years 7 months
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