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2024-10-09: update, refactor, and simplify
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@SomeoneSerge
SomeoneSerge committed Oct 9, 2024
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\moderncvstyle{classic}
\moderncvcolor{orange}

\firstname{Sergei}
\lastname{K}
\title{data-driven algorithms, mathematical modeling, automation \& reproducibility}
\address{B310, 2, Konemiehentie, 02150 Espoo, Finland}{}{}
\email{sergei DOT kozlukov AT aalto DOT fi}
\firstname{SomeoneSerge}
\lastname{}
\title{data-driven algorithms, mathematical modeling, reliability}
% \address{...}{}{}
\email{[email protected]}
\extrainfo{%
\httplink[@ss:someonex.net]{matrix.to/\#/@ss:someonex.net}~%
\url{https://someonex.net}\\
\httplink[{\faGithub}~\texttt{@SomeoneSerge}]{github.com/SomeoneSerge/}
\httplink[\faOrcid]{orcid.org/0000-0002-4951-4497}~%
\httplink[\faIcon{graduation-cap}]{scholar.google.com/citations?user=OCo1DVYAAAAJ}
\httplink[{\faTwitter}]{twitter.com/SomeoneSerge}~%
\httplink[{\faGithub}~\texttt{@SomeoneSerge}]{github.com/SomeoneSerge/}
\httplink[\faMastodon~@[email protected]]{mastodon.acm.org/@nobody}
}
\photo[40pt]{pic.jpg}
\photo[42pt]{pic.jpg}

\begin{document}
\maketitle

\section{Skills and interests}
\section{Intro}

I seek problems that people don't yet care enough about. I enjoy (certain kinds
of) mathematics. I like to make things fast and parallel, but not at the cost
of excess complexity. Having worked in teams and on my own, I do prefer working
with people and in cooperative environments. I like static types and often
prefer the ``straightforward'' imperative code with minimal and contained state
over heavy abstractions that ``functional'' approaches sometimes give rise to.
E.g.\ today my needs are mostly satisfied with C++, Python, and Nix. I'm open
to new tools and new problems, and there's always more to learn.
SomeoneSerge trades in making complex systems simpler.

\section{Previous work}
\tlcventry{2021/03}{2025/02}{\href{https://research.aalto.fi/en/persons/sergei-kozlukov}{Doctoral Research~\faIcon{user-graduate}}}{Visual Computing Group at the Aalto University}{}{}{
My PhD thesis is concerned with inverse problems in graphics,
computer vision, image matching. I prioritize insights that
could only be obtained with the use of problem-specific interactive
visualization and inspection tools developed ad hoc.
\tlcventry{2024/10}{0}{Consulting as a sole proprietor~\faIcon{handshake}}{\httplink[tmi.someonex.net]{tmi.someonex.net}}{Helsinki}{}{
I offer consulting services on per-project and hourly bases.
}
\tlcventry{2022/03}{0}{\httplink[Package maintenance]{nixos.org/community/teams/cuda}}{\httplink[github.com/NixOS/nixpkgs~\faSnowflake]{github.com/NixOS/nixpkgs/}}{}{}{
\httplink[CUDA]{nixos.org/manual/nixpkgs/unstable/\#cuda} and
HPC support in~\httplink[nixpkgs]{github.com/NixOS/nixpkgs/}, on a
voluntary basis. Maintaining~\cite{someone-repology} a number of packages,
contributing and reviewing
changes~\cite{someone-nixpkgs-prs,someone-nixpkgs-reviews} relevant to my
work. Running an out-of-tree CI~\cite{someone-nixpkgs-cuda-ci}~\faIcon{cloud} for the
scientific computing packages that rely on ``unfree'' dependencies. Member
of the NixOS' CUDA maintenance team~\cite{nixpkgs-cuda-team}.
\tlcventry{2022/03}{0}{\httplink[Nixpkgs duties]{nixos.org/community/teams/cuda}}{\httplink[github.com/NixOS/nixpkgs~\faSnowflake]{github.com/NixOS/nixpkgs/}}{}{}{
Nixpkgs is an ὰγορα or meydan-like space where people collectively decide how pieces of potentially conflicting computer software may be reliably put together.
It is an executable ``Wikipedia''.
I consume Nixpkgs for most of my enterprises, and I participate in Nixpkgs' life.~\cite{someone-repology,someone-nixpkgs-prs,someone-nixpkgs-reviews,someone-nixpkgs-cuda-ci,nixpkgs-cuda-team,someone-nixos-discourse,nix-dev-dialogues-23,ftn24}
Examples of what I worked with include: CUDA and ROCm, SLURM and MPI, Python, setup-hooks, CMake, cc-wrapper, dynamic loading, cross-compilation, ``AI and LLM tools''.
I broke and fixed things.
I mentored a GSoC project for NixOS.~\cite{evanixReport,evanixProposal,evanix}.
I helped to organize a local Nix user group in Helsinki~\cite{nixInHelsinki}.
}
\cventry{2019/7--2021/3}{Consulting~\faIcon{handshake}}{DM for contacts and details}{Moscow}{}{
Working on a per-project basis for a variety of employers and teams:
\tlcventry{2019/7}{2021/3}{Consulting as a sole proprietor~\faIcon{handshake}}{DM for contacts and details}{Moscow}{}{
I offer consulting services on the project and hourly bases. Examples of what I've worked on:
\begin{itemize*}[before={\@},itemjoin={\quad}]
\item Implementing and tuning custom routines for low-latency (streaming video) image-based \faCamera~camera localization. Contacts: ask in DM\@.
\item Overlooking progress in bootstrapping domain-specific ``AI'' models. Contacts: DM\@.
\item Overlooking a project concerned with large-scale structure from motion and image-based \faCamera~camera localization. Contacts:~\httplink[@rudyryk]{https://github.com/rudyryk}.
\item Maintaining and extending basic CRUD applications, covering with tests and refactoring existing codebases~\httplink[@rudyryk]{https://github.com/rudyryk}.
\item Startup-style \faRunning~``full-stack'' work: demo apps, experiments, experiment infrastructure, dataset collection, CRUD\@. Context: human avatars from \faVideo~video. Contacts: DM\@.
\item Image-based \faCamera~camera localization and SfM
\item Custom routines for low-latency (streaming video) numerical optimization
\item Automatic differentiation
\item Bootstrapping domain-specific ``AI''~models
\item Basic CRUD, web, refactoring and testing
\item Working with legacy codebases
\item Human avatar reconstruction
\item \faRunning~``Any-key'' work: demos, experiments, infrastructure, dataset collection
\end{itemize*}
}
\tlcventry{2018}{2020}{MSc in Computer Science~\faIcon{user-graduate}}{Skolkovo Institute of Science and Technology, Higher School of Economics}%
\tlcventry{2018/4}{2018/8}{RnD}{\citet{r3ds}}{Vorone\'z}{}{
Numerical algorithms, \faCube~geometry processing for VFX
}
\section{Academic record}

I've been walking on and off the academic track, in search of a venue where people focus on exploring the unknown, solve problems the principled way, and take bigger risks (unsurprisingly, Academia is not that).

\tlcventry{2021/03}{0}{\href{https://research.aalto.fi/en/persons/sergei-kozlukov}{Doctoral Research~\faIcon{user-graduate}}}{Visual Computing Group at the Aalto University}{}{}{
I work on a PhD thesis concerned with ``computer vision'' and inverse problems in graphics.
}
\tlcventry{2018}{2020}{MSc in Computer Science (Statistical Learning Theory)~\faIcon{user-graduate}}{Skolkovo Institute of Science and Technology, Higher School of Economics}%
{Moscow}{}{
Worked on and defended my Master's thesis,
Master's thesis:
``\href{https://www.hse.ru/en/edu/vkr/368168926}{Geometric Deep
Learning for Inverse Graphics}''~\citep{msThesis}.
Edited version available on~\href{https://github.com/SomeoneSerge/ms-thesis/releases}{GitHub}.
Cf.~also~\cite{geoopt}.
}
\tlcventry{2018/4}{2018/8}{Consulting~\faIcon{handshake}}{\citet{r3ds}}{Vorone\'z}{}{
Implementation of numerical algorithms (numerical optimization, \faCube~geometry processing) and demo apps.
}
\tlcventry{2014}{2018}{BSc in Applied Mathematics~\faIcon{user-graduate}}{Vorone\'z State University}{Vorone\'z}{%
}{
Worked on and defended my Bachelor's thesis, supervised by
\href{www.mathnet.ru/eng/person8559}{Anatoly Grigorievi\'c Baskakov}, and
largely building upon his~\citep{baskakov1987theorem}.
The original thesis is only available in Russian, but it is mostly a compilation of the previously published results~\cite{someone-jpcs-2017,someone-volsu-2017,someone-vspu-2016}.
Bachelor's thesis, supervised by
\href{www.mathnet.ru/eng/person8559}{Anatoly Grigorievi\'c Baskakov},
largely building upon his~\citep{baskakov1987theorem}:~\cite{someone-jpcs-2017,someone-volsu-2017,someone-vspu-2016}.
}
\section{Speaking and writing}


\section{Speaking, writing, public presence}
\tllabelcventry{2021}{2025}{2021--2025 (DSc period)}{}{}{}{}{
Spoke at the NixCon'23~\faIcon[regular]{snowflake}~\cite{someone-nixcon23}.
Participated in the \httplink[OceanSprint'23]{https://oceansprint.org/}
(report upcoming). Upcoming: 2023--12--07,
\httplink[2023 Nix Developer Dialogues]{https://discourse.nixos.org/t/2023-nix-developer-dialogues-live-stream/35386}.
\httplink[NixCamp'24]{https://nix.camp/},
\httplink[Nix in Helsinki]{https://nix-fi.github.io},
\httplink[Full-Time Nix Podcast]{https://fulltimenix.com/episodes/someoneserge}~\citep{ftn24},
\httplink[2023 Nix Developer Dialogues]{https://discourse.nixos.org/t/2023-nix-developer-dialogues-live-stream/35386}~\citep{nix-dev-dialogues-23},
\httplink[OceanSprint'23]{https://oceansprint.org/},
NixCon'23~\faIcon[regular]{snowflake}~\cite{someone-nixcon23}.
}
\tllabelcventry{2018}{2020}{2018--2020 (MSc period)}{}{}{}{}{
Co-authored and presented~\cite{someone-hse-manopt} the \citet{geoopt}.
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