Ivan Loginov

Ivan Loginov Email and Phone Number

Data Scientist
Ivan Loginov's Location
Tokyo, Japan, Japan
About Ivan Loginov

• GitHub: https://github.com/jaymanvirk• Programming stack: Python, R, JavaScript, C++• ML models: LLM+RAG, Neural Networks, Ensemble, Clustering, GLM• ML libraries: Keras, Tensorflow, PyTorch, Transformers, scikit-learn• DB stack: Cassandra, Milvus, MySQL, InfluxDB, Memcached• EDA stack: numpy, matplotlib, HF-Datasets, D3.js• Backend stack: FastAPI, NGINX• Deployment stack: Docker, Kubernetes• Cloud stack: AWS• Flow stack: Git, CI/CD• Work experience: 8+ years in Data Science

Ivan Loginov's Current Company Details

Data Scientist
Ivan Loginov Work Experience Details
  • Readytech
    Team Lead, Data Science
    Readytech May 2018 - Jan 2023
    Utrecht Area, Netherlands
    • Led a team of 4 people in developing/deploying ML APIs and web-app• Developed LLM+RAG Q&A system with caching, reducing response time by 22%• Created message relevance classifier with 95% accuracy using LLM and RNN ensemble modeling• Implemented student feedback prediction model achieving AUC=0.89 and F1=0.86• Reduced data processing time from 1.31 sec to 0.07 sec on average• Decreased web-application loading time from 7 sec to 2 seconds
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  • Bayer
    Software Engineer, Data Science
    Bayer Jul 2015 - May 2018
    Moscow, Russia
    • Deployed ML models to forecast product sales with 90% R-2 adjusted• Built a search page for 150+ dashboards based on cosine similarity and Jaro-Winkler distance• Developed address entries deduplication on par with the 3-rd party contractor• Created a tree of ETL's possible fails with 83% accuracy rate
    View

Ivan Loginov Skills

Love Of Learning Machine Learning Detail Oriented Web Development R Transact Sql Vba Jira Mdx Xlcubed Python Javascript Sql Server Integration Services C# Tortoise Svn Git Exploratory Data Analysis Asp.net Gnu Octave C++ Django Redis Nginx Daphne Bash

Ivan Loginov Education Details

Frequently Asked Questions about Ivan Loginov

What is Ivan Loginov's role at the current company?

Ivan Loginov's current role is Data Scientist.

What schools did Ivan Loginov attend?

Ivan Loginov attended University Of Colorado Boulder, Higher School Of Economics, Penn State University.

What skills is Ivan Loginov known for?

Ivan Loginov has skills like Love Of Learning, Machine Learning, Detail Oriented, Web Development, R, Transact Sql, Vba, Jira, Mdx, Xlcubed, Python, Javascript.

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