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followers: 43.0 following: 28.0 repos: 81.0 gists: 26.0

Name: Alexander Osipenko

Type: User

Company: Delivery Hero

Location: Germany

Blog: https://piece-data.com/

Hello there, I'm Alex 👋

I'm a husband, father, cat owner, and a full-stack machine-learning engineer

🔭 Currently working at DeliveryHero 🇩🇪 as a Machine Learning Tech Lead at Global Search team
👯 I’m open to collaborating with startups on topics like climate change, waste reduction, and sustainability.
🥅 ~~2022~~ ~~2023~~ 2024 Goal: Learn german
⚡ Fun fact: I love Rubik's cube and 11x11x11 is my favorite

Connect with me

Languages and Tools

python, scala, rust, spark, airflow, fastapi, flask, akka, warp, tokio, lucene, kafka, docker, k8s, terraform, luigi, deep learning, Keras, PyTorch, BERT, fasttext, word2vec, sckit-learn, CuML, CuDF, GCP, AWS, GCP, BigQuery, Athena

ML topics

search, NLP, NLU, Time-series forecasting, anomaly detection, real-time ML, probabilistic classification

Alexander Osipenko's Projects

literaturedl4graph

lsgan-with-pytorch

PyTorch implementation of the Least Squares Generative Adversarial Networks

markov_chain_for_music_generation

Markov chain-based approach for the music generation

markov_chain_vs_donald_trump

Markov chain text generator based on Donald Trump's tweets

ml-course-hse

Машинное обучение на ФКН ВШЭ

mleap

MLeap: Deploy ML Pipelines to Production

mlops-zoomcamp

Free MLOps course from DataTalks.Club

monty_hall_paradox_simulation

A simulation solution of the famous Monty's Hall paradox

music-generation-crnn-gan

cRNN-GAN to generate music by training on instrumental music (midi)

my-awesome-setup

Vim setup and other stuff

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

naturisimo-telegram-bot

Telegram bot for my wife to track new offers on a website naturisimo.com

nbqa

Run isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter Notebooks

netwulf

Interactive visualization of networks based on Ulf Aslak's d3 web app.

neuro-evolution

Wrapper for neural evolution approach for hyperparameter tuning

nist_chemistry_webbook_wrapper

Easy to use wrapper for NIST chemistry webbook database.

node2vec

Implementation of the node2vec algorithm.

pair-finance-assignment

Home assignment for PAIR finance

py3plex

Py3plex - A multilayer complex network visualization and analysis library in python3

pyod

A Python Toolkit for Scalable Outlier Detection (Anomaly Detection)

pystrsim

Python wrapper for Rust's strsim library

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

rankfm

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

rdp-algorithm-usage

Ramer-Douglas-Peucker algorithm usage example

rust-autocomplete-api

fastest autocomplete API written in rust 🦀

rust-autocomplete-poc

Fastest autocomplete in rust with O(1) complexity

rustlings-my-solutions-4.6.0

:crab: Small exercises to get you used to reading and writing Rust code!

scala-autocomplete-api

sitadel

Web Application Security Scanner

sonic

🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.

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