Ilya Dimov
Data Engineer
Spokane-Coeur d'Alene Area United States
Summary
👤
Senior🎓
Top SchoolIlya Dimov is a data engineer with nine years of experience who has helped build a production-grade lakehouse and warehouse from scratch, automating data flows with Dremio, Dagster, DBT, and Kubernetes. He designs scalable ETL pipelines that ingest diverse sources—from Google Analytics to Paycom and multiple APIs—and simplifies downstream analytics with star-schema modeling using SQL, Python, and Ruby. Comfortable in AWS ecosystems, he operationalizes data platforms with Athena/Redshift, Lambdas, Step Functions, EC2, and S3. He also builds data integrity validation frameworks and connects BI tooling like Metabase, PowerBI, and Grafana to deliver reliable dashboards and automated reporting. Based in the Spokane–Coeur d'Alene area, he blends practical economics training with hands-on engineering to turn fragmented data into auditable, production-ready analytics.
9 years of coding experience
Bachelor of Science - BS, Economics, Bachelor of Science - BS, Economics at Eastern Washington University
Github Skills (37)
transformers10
pytorch10
language-model10
python10
machine-learning10
seq2seq10
flax10
deep-learning10
tensorflow10
bert10
natural-language-processing10
transformer10
speech-recognition10
nlp10
jax10
Programming languages (6)
Github contributions (5)
FineMotion/GENEA_2020
Jul 2020 - Oct 2020
Contributions:36 commits, 2 PRs, 34 pushes in 2 months
hawkeoni/Argument-structure-prediction
Apr 2020 - Jun 2021
Masters diploma on NLP
Contributions:12 PRs, 55 pushes, 7 branches in 1 year 2 months
nlpnatural-language-processingdiplomamasters
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