Sadique Timileyin
@sadiquetimileyin
Data Engineer building scalable ETL/ELT pipelines and real-time cloud data solutions across Azure, GCP, AWS.
What I'm looking for
I’m a Data Engineer with 3+ years of experience building and optimizing scalable ETL/ELT pipelines and cloud-based data solutions across Azure, GCP, AWS, and Snowflake. I focus on improving data reliability, performance, and analytics readiness from end-to-end workflows.
In recent roles, I developed an end-to-end Azure ETL pipeline using Data Factory, Databricks (PySpark), Data Lake, and Synapse to process 15 years of NYPD arrest data—strengthening analytical readiness and enabling equity-focused insights. I also built a real-time sales data pipeline on Google Cloud (Cloud Functions + BigQuery) to eliminate manual reporting and deliver up-to-date dashboards.
I bring strong expertise in Python, SQL, PySpark, data modeling (Kimball), and orchestration (Apache Airflow, Azure Data Factory), plus real-time processing with Kafka. From optimizing SQL queries (e.g., indexing and partitioning) to building data warehousing and dashboarding with tools like Looker Studio and Grafana, I aim to turn complex data into clear, decision-ready outcomes.
Experience
Work history, roles, and key accomplishments
Data Engineer
10Alytics
Jan 2025 - Present (1 year 6 months)
Developed an end-to-end Azure ETL pipeline using Data Factory, Databricks (PySpark), Data Lake, and Synapse to process 15 years of NYPD arrest data. Built a real-time sales data pipeline on Google Cloud with Cloud Functions and BigQuery, and designed a Python + PostgreSQL pipeline aggregating movie data from APIs/web sources.
Data Engineer
Data Epic
Oct 2023 - Jan 2025 (1 year 3 months)
Migrated large datasets from Google Sheets to PostgreSQL to improve data integrity, scalability, and accessibility. Designed a Netflix recommendation ETL pipeline with Flask integration and a Solana blockchain analytics project using Kimball modeling and Looker Studio, and optimized SQL queries with indexing and partitioning to reduce execution time by 40%.
Education
Degrees, certifications, and relevant coursework
Sadique hasn't added their education
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