Alex Ishchenko
Machine Learning Engineer at BayOne Solutions
Calgary, Alberta, Canada
Summary
👤
Senior🎓
Top SchoolAlex Ishchenko is a Machine Learning Engineer with 9 years of experience building production-grade AI and data platforms, currently architecting large-scale search, RAG, and recommendation systems for a major travel company. He blends deep software engineering and MLOps expertise—PySpark/Databricks medallion architectures, Delta Lake/Iceberg, Airflow, MLflow—with hands-on LLM work including PEFT fine-tuning (LoRA/QLoRA), quantization, and inference engines like vLLM, TGI, and TEI. Alex has shipped hybrid semantic/vector search and enterprise RAG solutions using Azure AI Search and Elasticsearch, optimizing embeddings, reranking, and vector quantization to boost precision at scale. He also designs robust data governance, drift detection, and evaluation frameworks (LLM-as-a-judge) and has practical experience across multimodal workloads (CLIP) and time-series forecasting. Based in Calgary, he brings a rare combination of search engineering roots and modern LLM operational know-how, proven by projects that replaced costly commercial tooling and delivered measurable business savings.
9 years of coding experience
12 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at Simon Kuznets Kharkiv National University of Economics
English, Russian, Ukrainian
Github Skills (20)
monitoring10
error-logging10
sentry10
monitor10
python10
django10
apm10
crash-reports10
performance-monitoring10
devops10
django-channels6
server-side5
websocket3
asyncio3
spotify-api2
Programming languages (1)
Github contributions (5)
bsr3000/rabbus
Aug 2018 - Aug 2019
A tiny wrapper over amqp exchanges and queues 🚌 ✨
Contributions:10 pushes in 1 year 1 month
rpcqueuestinyexchangesamqp
bsr3000/sentry
Oct 2019 - Oct 2019
Sentry is cross-platform application monitoring, with a focus on error reporting.
Contributions:14 pushes, 7 branches in 5 days
sentryreportingapplication-platformerror-reportingcross-platform
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