Full Stack Engineer building reliable data products.
Experience
Full Stack Engineer
Really Good Culture
Supporting frontend, backend, QA, and data infrastructure for a predictive retail intelligence platform, with a focus on reliable internal data pipelines.
Data Engineer (Freelance)
Infometeos LLC
Developing weather-risk probability methods, analytical inputs, dashboards, and validation tooling that automate data ingestion, cleaning, and aggregation.
Education
MSc Data Science
University of Edinburgh
Developed a multimodal financial prediction pipeline improving MAE by 16% from the baseline. Specialised in NLP, Data Engineering, and ML methods.
BSc Mathematics
University of Edinburgh
Focus on Statistics, Applied Mathematics and Computational Differential Equations.
//About Me
I'm Alexey, a Full Stack Engineer at Really Good Culture, working across product development, quality assurance, and data infrastructure.
Alongside my full-time role, I work as a freelance Data Engineer with Infometeos, building weather-risk methodologies and automating analytical data workflows.
My background spans mathematics, data science, and software engineering. I enjoy building reliable data products, exploring how systems behave at scale, and writing about what I learn.
View Resume//Recent Projects
IMDb Data Analysis with Spark
Distributed Spark pipeline for extracting insights from 41M+ IMDb records, with a head-to-head benchmark of Scala RDD vs PySpark SQL APIs.
View ProjectFinancial Market Prediction with LLMs
Multimodal financial market prediction pipeline combining ETF stock data with LLM-extracted sentiment.
View Project