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followers: 14.0 following: 7.0 repos: 24.0 gists: 0.0

Name: Konstantin Chernyshev

Type: User

Bio: Passionate Researcher with 5+ years of experience, now doing XAI & LLM Compression

Location: Saarbrücken, Germany

Blog: k4black.github.io

Hi, I'm Konstantin 👋

📄 Erasmus Mundus 'Language & Communication Technologies' student at the University of Groningen and Saarland University;
💼 Former NLP Data Scientist at EPAM Systems and NLP Intern at Jetbrains Research;
👨‍🏫 Lecturer and Python Course manager at the Yandex School of Data Analysis;
💻 Interested in NLP, Interpretability, SP, as well as in efficient DL-models Inference;
📝 More: CV file or linkedin.com/in/kdchernyshev or mail me 😊.

🛠️ Tools and Languages

	Skills
Data Science
Frameworks
Programming Languages
Development Tools
Languages

📦 Projects

Project	Description	Stack
Open Source:
CodeBLEU (2023)	Unofficial CodeBLEU metrics implementation as the original does not provide pip package, macOS support and usable interface;
Manytask (2023)	Auto students' assignments testing system /w gitlab integration; Loaded about 1-2k students per year;
fastapi-jwt (2021)	FastAPI-native extension for JWT Auth;
Educational:
EDOS-2023 (2023)	Public repo for Sexism Detection Shared Task (EDOS 2023) by LCT-1 team utilising multitasking approach;
Fact Aware Abstractive Summarization model (2018)	Bachelor thesis project, Abstractive Summarization model using Knowledge Graphs - adding additional attention CNN graph encoder for PEGASUS model;
Personal:
Homelab (2023)	Personal infrastructure-as-code project for managing my laptop/vps/homeserver with Ansible;
auto-profile (2023)	Small project to auto generate github profile, personal website and latex cv using single yaml file;
multi-label-image-classification (2018)	Old project for Intel Delta 9 Course final competition - multi label image classification with Inception v3;

⚡ Github Stats

Konstantin Chernyshev's Projects

auto-profile

Auto update of personal website, github profile and compile latex cv

ci-test

Personal repo to test github-actions-related staff

codebleu

Pip compatible CodeBLEU metric implementation available for linux/macos/win

cv-template

LaTeX template for CV - based on liantze/AltaCV

fact-aware-abstractive-summarization

Bachelor diploma thesis

fast-aug

Fast Augmentation library for NLP

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

fastapi-jwt

FastAPI native extension, easy and simple JWT auth

fork-divemt

Materials for "DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages" at EMNLP'22 🗺️

fork-lena-voita.github.io

fork-nltk

NLTK Source

fork-obsidian-todoist-plugin

Materialize Todoist tasks in Obsidian notes

fork-saar-coml-ling

Computational Linguistics - Reusable course materials

fork-timescaledb-docker

Release Docker builds of TimescaleDB

homelab

ihse_web

Website of summer education camp. It provides schedule and enrollment to events.

jb-internship-2023-internal-representations

JetBrαins interηship 2023 test assignment repository. The "Aηalysis of interηal representαtions in code generαtioη models" problem.

jb-internship-2023-project-context

jb-internship-2023-reaction-prediction

JetBrαins interηship 2023 test assignment repository. The "Predictioη of reαctions to the posts" problem.

k4black

multi-label-image-classification

$python-guide-fractals icon$ python-guide-fractals

uds-2024-coli

uds-2024-nlp-for-lr

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