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feature/fi
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|---|---|---|---|
da797997c0
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24a03827c8
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10 changed files with 68 additions and 235 deletions
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@ -10,40 +10,16 @@ jobs:
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deploy:
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runs-on: ubuntu-22.04
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steps:
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- uses: actions/checkout@v4
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- uses: actions/checkout@v2
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with:
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submodules: true # Fetch Hugo themes (true OR recursive)
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fetch-depth: 0 # Fetch all history for .GitInfo and .Lastmod
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- name: Setup Hugo
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run: |
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wget https://github.com/gohugoio/hugo/releases/download/v0.147.8/hugo_0.147.8_linux-amd64.tar.gz
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tar -xzf hugo_0.147.8_linux-amd64.tar.gz
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chmod +x hugo
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mkdir -p ~/bin
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mv hugo ~/bin/
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echo "~/bin" >> $GITHUB_PATH
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- name: Setup
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run: apt-get install hugo -y
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|
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- name: Build
|
||||
run: hugo --minify
|
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|
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- name: Setup SSH
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run: |
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echo "Setting up SSH..."
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mkdir -p ~/.ssh
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if [ -z "${{ secrets.SSH_PRIVATE_KEY }}" ]; then
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echo "ERROR: SSH_PRIVATE_KEY secret is not set!"
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exit 1
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fi
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echo "SSH_PRIVATE_KEY secret is present"
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echo "${{ secrets.SSH_PRIVATE_KEY }}" > ~/.ssh/id_rsa
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chmod 600 ~/.ssh/id_rsa
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chmod 700 ~/.ssh
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echo "SSH key saved and permissions set" ssh-keyscan -H alexselimov.com >> ~/.ssh/known_hosts
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echo "Host key added to known_hosts"
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||||
# Test SSH connection
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echo "Testing SSH connection..."
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ssh -o StrictHostKeyChecking=no -o BatchMode=yes root@alexselimov.com "echo 'SSH connection successful'" || echo "SSH connection failed"
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|
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- name: Deploy
|
||||
run: rsync -azvr public/* root@alexselimov.com:/var/www/alexselimov.com/
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run: rsync -azvr public/* root@smokey:/var/www/alexselimov.com/
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|
|
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2
.gitmodules
vendored
2
.gitmodules
vendored
|
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@ -1,3 +1,3 @@
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[submodule "themes/hugo-theme-terminal"]
|
||||
path = themes/hugo-theme-terminal
|
||||
url = https://forge.alexselimov.com/aselimov/Terminal-Hugo-Theme.git
|
||||
url = https://github.com/panr/hugo-theme-terminal.git
|
||||
|
|
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@ -5,17 +5,14 @@ date: 2022-10-03T14:17:10-04:00
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layout: index
|
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---
|
||||
|
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<pre class="figlet-banner">
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_ _ ____ _ _
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/ \ | | _____ __ / ___| ___| (_)_ __ ___ _____ __
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/ _ \ | |/ _ \ \/ / \___ \ / _ \ | | '_ ` _ \ / _ \ \ / /
|
||||
/ ___ \| | __/> < ___) | __/ | | | | | | | (_) \ V /
|
||||
/_/ \_\_|\___/_/\_\ |____/ \___|_|_|_| |_| |_|\___/ \_/
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</pre>
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|
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|
||||
I am a materials scientist and software developer proficient in Rust, Fortran, C++, Java, and Python. I have extensive experience with Unix operating systems on both high performance computing resources and on my personal computer (check out [Void Linux](https://voidlinux.org)). I currently work at [UKG](https://www.ukg.com) as a Java Backend Engineer.
|
||||
|
||||
**Checkout recent posts below or posts organized by topic [here](/topics)**
|
||||
This website is a place for me to post about a range of topics from professional news, to tech tutorials, to recipes I enjoy very much. Checkout some of my recent posts below or find them all organized by tags [here](/posts).
|
||||
|
||||
**Thanks for stopping by!**
|
||||
I also designed and manage a few websites for family members, so check them out:
|
||||
|
||||
[alexanderselimov.com](https://alexanderselimov.com)
|
||||
|
||||
[iberoamericanliterarysociety.com](https://iberoamericanliterarysociety.com)
|
||||
|
||||
**Checkout some posts below and thanks for stopping by!**
|
||||
|
|
|
|||
105
content/cv.md
105
content/cv.md
|
|
@ -6,70 +6,10 @@ date: 2022-10-04T23:35:54-04:00
|
|||
Alex Selimov
|
||||
==================
|
||||
|
||||
**alex@alexselimov.com · [https://alexselimov.com](https://alexselimov.com)**
|
||||
|
||||
## Skills
|
||||
|
||||
- Programming Languages: Python, C++, Rust, Java, Fortran, Bash
|
||||
- Algorithm design, data structure design, runtime complexity analysis
|
||||
- High Performance Computing: Message Passing Interface (MPI), OpenMP, C++17 parallelism, Rayon, Python multithreading
|
||||
- Proficient in Linux environments on desktop, personal server, and computing cluster architectures.
|
||||
- Knowledge of product development tools such as git, Docker, CI/CD pipelines, JIRA, and Agile workflow.
|
||||
- Expertise with development and profiling tools: Valgrind, gdb, gprof, Intel VTune profiler, tau profiler.
|
||||
- Technical writing abilities which resulted in 8 published journal articles and creation of software specifications/documentation.
|
||||
|
||||
|
||||
## Experience
|
||||
|
||||
**UKG**, Atlanta\
|
||||
*Software Engineer (May 2025 -- Present)*
|
||||
|
||||
- Worked as backend engineer on notifications as a service using a microservice architecture built on top Java, SpringBoot, Kafka, RabbitMQ, MongoDB, Splunk, and Grafana technologies.
|
||||
- Implemented improved observability for services to reduce service downtime.
|
||||
- Acted as a Security Champion and addressed security vulnerabilities in existing code based on SAST and SCA scans performed using CXOne Checkmarx.
|
||||
- Led implementation of testing services for web push notification services.
|
||||
- Assisted in development of MCP server and LLM chatbot proof-of-concept to act as an internal assistant for providing support to other UKG teams.
|
||||
|
||||
**SpaceWorks Enterprises**, Atlanta\
|
||||
*Senior Software Developer (January 2024 -- April 2025)*
|
||||
|
||||
- Lead development and maintainer role for commercial off-the-shelf (COTS) software products as well as NASA and NAVAIR programs in Rust and Python.
|
||||
- Led development of modular and extensible simulation libraries for modeling applications including multi-body six-degree-of-freedom simulations, state-space linear simulations for control system design, differential evolution optimization, among others.
|
||||
- Improved mesh based calculations from **~1 hour to ~1 minute** per analysis through improved data structure and algorithm design.
|
||||
- Implemented multi-threading for accelerating simulation analysis and for asynchronous execution.
|
||||
- Developed equilibrium gas composition solver for different stages of a rocket engine cycle with **order-of-magnitude improved speed compared to legacy approach**.
|
||||
- Product owner for COTS product including final approval of merge requests, interfacing with customers for sales and technical support, and helping to develop software roadmaps.
|
||||
- Developed and maintained CI/CD pipelines for COTS products using Gitlab runners and docker containers.
|
||||
- Mentored junior developers in idiomatic Rust and software architecture.
|
||||
|
||||
**Third Wave Systems**, Minnesota\
|
||||
*Computational Mechanics Engineer (December 2022 -- January 2024)*
|
||||
|
||||
- Worked in an Agile team on a variety of projects requiring fast context switching to implement cutting edge functionality in C++, Fortran, and Python.
|
||||
- Worked on large legacy C++ FEA code bases to add new functionality as well as address subtle legacy bugs resulting from race conditions, invalid memory access, and incorrect usage of programming language built-ins.
|
||||
- Refactored core solvers utilizing an Octree data structure for adaptive mesh refinement, utilizing OpenMP and C++17 built in multi-threading, resulting in **90% reduction in simulation time**.
|
||||
- Implemented improved force models for drilling through addition of analytical equations for elastic indentation, **which reduced error by 10% relative to experiments**.
|
||||
- Led team members in implementation of machine learning analysis in Python requiring accurate effort estimation and selection of functionality based on effort/risk to reward.
|
||||
- Mentored junior developers in idiomatic Python and machine learning concepts.
|
||||
- Automated manual simulation creation and analysis workflows using Python, leveraging active learning based adaptive sampling, to reduce manual effort by engineers and **reduce usage of compute resources by ~80%**.
|
||||
|
||||
**McDowell Research Group**, Dr. David McDowell, Georgia Tech\
|
||||
*Graduate Research Assistant (August 2017 -- December 2022)*
|
||||
|
||||
- Developed and extended Concurrent Atomistic-Continuum (CAC) simulation toolkit involving the development of a coupled finite element method and classical many-body molecular dynamics simulation tool in C++ and Fortran.
|
||||
- Developed a series of Python pipelines for analyzing simulations and visualization of simulation results.
|
||||
- Refactored significant portions of the code to **reduce simulation run times by 60%** through design of new algorithms and improved implementation of communication subroutines utilizing MPI.
|
||||
- Profiled and tuned software performance for high performance computing clusters including implementing code structure changes enabling improved compiler optimizations and addressing MPI communication bottlenecks.
|
||||
- Worked independently on self-guided research topics while also collaborating with external sources such as Sandia National Lab and University of Florida.
|
||||
- **Authored three published journal articles and four conference presentations**.
|
||||
|
||||
**Mechanics of Materials Organization**, Dr. Xiaowang Zhou., Sandia National Lab\
|
||||
*Intern - Engineering Sciences Summer institute (May 2021 -- August 2021)*
|
||||
|
||||
- Restructured simulation toolkit codebase to abide by an object-oriented programming paradigm to ease addition of functionality.
|
||||
- Worked on the development of finite temperature CAC simulations through design of novel finite elements.
|
||||
- Developed methods for pressure controlled CAC simulations.
|
||||
**aselimov3@gatech.edu · [https://alexselimov.com](https://alexselimov.com)**
|
||||
|
||||
[{{< fontawesome class="fa-solid fa-download" >}}PDF version](/AlexSelimovCV.pdf)
|
||||
## Education
|
||||
|
||||
- **Georgia Institute of Technology** (North Avenue, Atlanta, GA 30332)\
|
||||
|
|
@ -92,3 +32,44 @@ Alex Selimov
|
|||
Funding Source: Extreme Science and Engineering Discovery Environment (XSEDE)\
|
||||
Project Title: Concurrent atomistic-continuum simulations of extended scale defect interactions in heterogeneous microstructures (TG-MSS150010)\
|
||||
Funding Period: Jan 1, 2019 - June 30, 2022
|
||||
|
||||
## Research Experience
|
||||
**McDowell Research Group**, Dr. David McDowell, Georgia Tech\
|
||||
*Graduate Research Assistant (August 2017 -- Present)*
|
||||
|
||||
- Worked on the development and extension of the Concurrent Atomistic-Continuum method for running massively parallel coarse-grained atomistic simulations of dislocation interactions with interfaces and other defect structures in nanolaminate and stainless steel materials.
|
||||
- Improved parallel implementation and tuned calculation algorithms of in-house simulation suite obtaining runtime reductions of 66%. Also contributed to a fork of LAMMPS implementing the CAC simulation method.
|
||||
- Implemented the finite element method to solve conservation law field equations to enable reductions in degrees-of-freedom leading to reduced computational cost.
|
||||
- Tested various metrics to numerically characterize atomic interface structure of metallic semi-coherent interfaces and applied machine learning methods to track the interface structure evolution with loading.
|
||||
- Modeled solute distributions in diffuse Cu/Ni semi-coherent interfaces and their effect on the glide of interface misfit dislocations and overall interface properties.
|
||||
- Investigated the sequential interactions between dislocations and obstacles in various systems to quantify evolving obstacle strength and interaction mechanisms.
|
||||
|
||||
**Mechanics of Materials Organization**, Dr. Xiaowang Zhou, Sandia National Lab\
|
||||
*Intern - Engineering Sciences Summer institute (May 2021 -- Aug 2021)*
|
||||
|
||||
- Studied the barrier strength of grain boundaries with embedded helium bubbles to improve hardening predictions of irradiated stainless steel materials, collaboration continued beyond internship period.
|
||||
- Extended molecular dynamics barostat algorithms to coarse-grained regions for pressure relaxation.
|
||||
- Worked on CAC capabilities for high temperature dynamics simulations through development of new finite element types and extension of neighboring codes for cluster potentials.
|
||||
|
||||
**AeroStructures Lab**, Dr. Seetha Raghavan, UCF\
|
||||
*Research Assistant (September 2013 -- December 2016)*
|
||||
|
||||
- Utilized photoluminescence spectroscopy and piezospectroscopy for the characterization of material and mechanical properties in ceramic and composite materials.
|
||||
- Worked on collaborative project with Imperial College London (Dr. Ambrose Taylor’s Research Group) for the testing and characterization of novel hybrid carbon fiber reinforced polymer (HCFRP) composites.
|
||||
- Worked on collaborative project with German Aerospace Center (DLR) to study stress development in thermally grown oxide layers of thermal barrier coatings.
|
||||
|
||||
**Pollock Research Group**, Dr. Tresa Pollock, UCSB \
|
||||
*RISE Undergraduate Intern, NSF funded REU (June -- August 2015)*
|
||||
|
||||
- Studied Magnesium-zinc alloys to determine methods for texture weakening for improvement of material properties through analyzing presence of intermetallic particles.
|
||||
- Utilized scanning electron microscopy to take secondary electron images, backscatter electron images, and to analyze crystallographic texture through electron backscatter diffraction
|
||||
- Prepared image analysis tools to determine volume fraction of intermetallic particles from SEM images for comparison to grain size distribution of samples with Matlab.
|
||||
|
||||
## Skills
|
||||
|
||||
- Programming in Fortran, C, and C++ with additional expertise utilizing the Message Passing Interface (MPI) for implementation of parallel and scalable simulation tools.
|
||||
- Programming in MATLAB, HTML, and CSS.
|
||||
- Data analysis and pipeline creation using Python with Numpy, Scipy, Scikit-Learn, Pandas, and Tkinter modules. Additional familiarity with Jupyter Notebooks.
|
||||
- Expertise in atomistic simulations using LAMMPS with Molecular Statics, Molecular Dynamics, and Monte-Carlo methods.
|
||||
- Expertise with Linux software environment and building applications for use with computing cluster architectures.
|
||||
- Familiarity with software development methodologies including test case design and CI/CD pipelines.
|
||||
|
|
|
|||
|
|
@ -1,20 +0,0 @@
|
|||
---
|
||||
title: "The folly of Debian major version upgrades"
|
||||
date: 2025-07-13T08:35:50-05:00
|
||||
topics: ["git", "matrix", "self-host"]
|
||||
---
|
||||
|
||||
I recently realized that my web server was still on Debian Buster, **2 whole major versions behind** the latest Debian version. Normally this kind of thing wouldn't matter to me except that my matrix-synapse server was unable to federate with matrix synapse servers running newer versions. I normally run rolling release distributions on my local machines (I use Void btw) and it had been a long time since I tried this kind of upgrade. I went in hopeful that it would be straightforward.
|
||||
|
||||
**This is a reminder to backup consistently.**
|
||||
|
||||
Of course after thinking everything went fine, I tried to install a new package and libcrypt ends up getting removed leaving me unable to login to my server. Luckily I had backed up before this which saved all of my bespoke configurations. I'm sure no one noticed the down time but I did use this as an opportunity to make the followjng changes:
|
||||
|
||||
- matrix-synapse upgrade to dendrite for better performance.
|
||||
- Gitea to forgejo just to try something different.
|
||||
- Properly set up actions to auto build and deploy site on push.
|
||||
- Rework website and swap to the [terminal hugo theme](https://forge.alexselimov.com/aselimov/Terminal-Hugo-Theme)
|
||||
|
||||
So far, I have positive opinions of all of my changes and highly recommend dendrite and forgejo.
|
||||
|
||||
**Note to self: Never consider it upgrading Debian version. Always structure it as a migration to newer Debian version to avoid downtime**
|
||||
|
|
@ -1,53 +0,0 @@
|
|||
---
|
||||
title: "Misc thoughts on AI"
|
||||
date: 2025-08-01T07:45:26-04:00
|
||||
topics: ['AI', 'Software development', 'LLMs']
|
||||
|
||||
---
|
||||
|
||||
## AI has become a very useful tool for me
|
||||
|
||||
If you know me personally, you know that I've been pretty slow on the LLM/GenAI uptake.
|
||||
At this point, however, if you are a software developer that isn't integrating GenAI tools into your workflow I think you are probably going to be left behind.
|
||||
I've been playing around with these tools a lot more lately, and I've come to a few conclusions.
|
||||
|
||||
|
||||
1. Models that can be run locally (I've used a lot of different Ollama models) are mainly just ok. The best results I've had is with Gemma3:27b on an m4 macbook. Haven't tried qwen3 coder yet.
|
||||
2. The amazing metrics you see referenced require 100b+ models that are not going to be feasible to run locally for most people.
|
||||
3. Your application matters a lot. I find that these tools are extremely useful for java spring boot microservices but a lot less useful for scientific projects in Rust.
|
||||
4. I really enjoy using the expensive LLM tools provided at work and enjoy using the free version of tools less.
|
||||
5. Claude has given me the best performance so far.
|
||||
|
||||
I'm still debating which subscription to get for personal projects.
|
||||
I know Claude is my favorite, but it's also much more expensive.
|
||||
I also have a newborn right now and not much time for side projects, so I'm delaying the decision.
|
||||
|
||||
|
||||
## AI has NOT become an irreplaceable tool
|
||||
|
||||
I am not a vibe coder and don't think I will ever give in to the vibes.
|
||||
Even when I prompt claude code to make changes, I always know exactly what I want done and how I want it done.
|
||||
Many times I'll make the changes myself because it's faster than trying to prompt Claude.
|
||||
LLMs have definitely improved my efficiency, but I would be fine if all the GPUs in the world suddenly melted down.
|
||||
I'm not a viber for a couple reasons:
|
||||
|
||||
1. I enjoy coding and problem solving.
|
||||
2. I'm not convinced models are capable enough to be fully trusted.
|
||||
3. I want to keep my own skillset because the future of AI is uncertain to me
|
||||
|
||||
## How does the economics of AI work?
|
||||
|
||||
From my very limited understanding, the fact that major AI companies are still requiring funding rounds indicates that AI is currently not profitable.
|
||||
That makes sense to me since ChatGPT and Claude are available for free even though inference is certainly not free.
|
||||
I think the significant portion of cost is due to model training.
|
||||
It seems like model training costs won't be stopping anytime soon as companies race towards general and then "super" intelligence.
|
||||
I'm not convinced either of those are a given.
|
||||
As a result, prices will have to increase or ads will be introduced to recuperate investor money.
|
||||
I'm also not sure how this applies to providers of open weight models.
|
||||
Those prices can seem more reasonable, but are those subsidized as well? Finally, the current datacenter power consumption for model training seems entirely unsustainable.
|
||||
If I recall correctly, Elon Musk is powering some of his datacenters with a constant flow of diesel fuel into generators because he can't get enough power from the power grid.
|
||||
The scale of everything at the moment seems to border absurdity.
|
||||
I think we are in for a bumpy ride for the next few years as the impact of GenAI technology and infrastructure works itself out.
|
||||
|
||||
|
||||
Please let me know if I'm wrong about anything or with better predictions!
|
||||
29
hugo.toml
29
hugo.toml
|
|
@ -8,7 +8,7 @@ unsafe = true
|
|||
|
||||
[params]
|
||||
contentTypeName = "posts"
|
||||
showMenuItems = 3
|
||||
showMenuItems = 5
|
||||
postsToShowOnIndex = 3
|
||||
fullWidthTheme = false
|
||||
centerTheme = true
|
||||
|
|
@ -18,12 +18,13 @@ tag = "tags"
|
|||
topic = "topics"
|
||||
|
||||
[languages]
|
||||
|
||||
[languages.en.params]
|
||||
[languages.en]
|
||||
title = "Alex Selimov"
|
||||
subtitle = ""
|
||||
keywords = ""
|
||||
copyright = "© Alex Selimov"
|
||||
|
||||
[languages.en.params]
|
||||
menuMore = "Show more"
|
||||
readMore = "Read more"
|
||||
readOtherPosts = "Read other posts"
|
||||
|
|
@ -34,25 +35,17 @@ logoHomeLink = "/"
|
|||
|
||||
[languages.en.menu]
|
||||
[[languages.en.menu.main]]
|
||||
identifier = "about"
|
||||
name = "[About Me]"
|
||||
url = "/about"
|
||||
weight = 10
|
||||
[[languages.en.menu.main]]
|
||||
identifier = "cv"
|
||||
name = "[CV]"
|
||||
url = "/cv"
|
||||
weight = 1
|
||||
weight = 10
|
||||
[[languages.en.menu.main]]
|
||||
identifier = "git"
|
||||
name = "[Git]"
|
||||
url = "https://forge.alexselimov.com/aselimov"
|
||||
weight = 1
|
||||
[[languages.en.menu.main]]
|
||||
identier = "linkedIn"
|
||||
name = "[LinkedIn]"
|
||||
url = "https://www.linkedin.com/in/alex-selimov/"
|
||||
weight = 2
|
||||
[[languages.en.menu.main]]
|
||||
identier = "Scholar"
|
||||
name = "[Google Scholar]"
|
||||
url = "https://scholar.google.com/citations?user=w6unVk8AAAAJ&hl=en&oi=ao"
|
||||
[[languages.en.menu.main]]
|
||||
identifier = "gpg"
|
||||
name = "[GPG public key]"
|
||||
url = "./public.key"
|
||||
weight = 10
|
||||
|
|
|
|||
|
|
@ -1,41 +0,0 @@
|
|||
-----BEGIN PGP PUBLIC KEY BLOCK-----
|
||||
|
||||
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||||
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|
||||
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||||
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||||
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|
||||
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||||
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||||
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-----END PGP PUBLIC KEY BLOCK-----
|
||||
|
|
@ -1 +1 @@
|
|||
Subproject commit 7cd0b57a0276349b9f107afb48f692e72f0d931a
|
||||
Subproject commit 4e2b01779a5d2cc1b869c6bce1edf4676a4684b9
|
||||
Loading…
Add table
Add a link
Reference in a new issue