Mukhamet Nurpeiissov

Experience

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  Institute of Smart Systems and Artificial Intelligence - Nazarbayev University

  Oct 2019 - May 2021

  Data Scientist

  ◦ WiFi based Indoor Localization: Created and published open-source finer level WiFi dataset and implemented regression for predicting user’s position in buildings with sub-meter accuracy. ◦ WiFi and Inertial Sensors based Indoor Localization: Collected dataset of IMU and WiFi readings and developed LSTM/Transformer models using Pytorch for sensor fusion and regression. Achieved and improved state-of-the-art accuracy for wifi localization in buildings. ◦ Kazakhs Speech Corpus: Developed web crawling scripts for collecting news and articles in Kazakh Language. Collected largest dataset in Kazakh Language at the time◦ Epidemic Simulator (COVID-19): Contributed to development simulation software for stochastic model with network transition which tried to predict covid-19 spread Show less

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  MixRank

  May 2021 - Jun 2022

  Data Engineer
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  CEX.IO

  Jun 2022 - Oct 2023

  Data Engineer

  • Developed and optimized ETL pipelines, increased the performance of pipelines by 90% • Integrated data from Google Analytics, Hubspot, and Intercom to DataWarehouse.• Deployed Apache Superset to Kubernetes for visualization/reporting layer.• Optimized deployment of Machine Learning models using FastAPI and CI/CD pipelines.

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  M42 Health

  Nov 2023 - now

  Data Engineer

  • Developed efficient and highly large scale genomic data processing pipelines using Spark and Nextflow.• Optimized deployment to Kubernetes, reducing size by 40% (20GB -> 12 GB) and build time by 90% (4hours to 30 min)• Optimized and developed CI/CD pipelines for Apache Superset• Developed a library for data analytics on large scale data using probabilistic data structure ( Data Sketches) for creating Decision Trees, Association rule mining and Clustering