Malkov is a co-founder of the Department of Non-linear Dynamic Analysis and the I&C Laboratory at Moscow State University.
Malkov has managed and overseen dozens of commercial projects in secure messaging, ML/AI, control, workflow, data mining, virtualization, network security, business analytics and mathematical modeling in the US and Europe.
He has authored more than 50 scientific articles on differential equations, numerical analysis, control theory, seismological inverse problems, mathematical methods in economics, and artificial intelligence.
He is a former Professor of Applied Mathematics and Computer Science at Moscow State University.
He is listed in Marquis's Who is Who in the World, won a USSR Young Scientists Prize in Mathematics in 1989, and has been a member of the IEEE since 1999.