Santosh Edulapalle
Data Engineer | Master’s in Data Science | AWS Machine Learning Specialty
- Role
- Data Engineer at Hub Group
- Location
- Chicago, IL, US
- LinkedIn followers
- 500 followers
About Santosh Edulapalle
Quickly goes from concepts to execution, shows strong ownership, and takes initiative on AI/data projects.”I’m a data professional with hands-on experience across data engineering, analytics, and applied AI. I enjoy turning abstract ideas into clean, working implementations—whether that’s building pipelines, analyzing datasets, or implementing ML workflows. I’m known for ramping up fast, asking the right questions, and taking ownership beyond assigned tasks. I’ve worked across SQL, Python, BI tools, and cloud data platforms, and I’m actively focused on roles where execution, problem-solving, and real business impact matter more than buzzwords.Skills: SQL (CTEs, window functions, KPI modeling) · Python (data cleaning, EDA, ML workflows) · Data Engineering (ETL/ELT pipelines, cloud data platforms) · Analytics & Visualization (Tableau, Power BI) · Execution & Ownership (fast ramp-up, debugging, cross-team collaboration)
Experience
Data Engineer
Feb 2024 — Present · Oak Brook, IL, US
Data Engineer at Hub GroupBuilt and owned Snowflake pipelines for Order Management (MongoDB) and Oracle Transportation Management domains, developing 40+ Data Vault models and 10+ production DAGs using Coalesce, Snowflake Tasks, and Azure-based ingestion and orchestration services.Led migration from Qlik Replicate to Fivetran (HVA/HVR), stabilizing CDC and retiring legacy replication.Designed dependency-aware DAG orchestration to replace time-based scheduling, eliminating downstream failures and improving BI data freshness.Optimized high-volume Data Vault processing (250M–1B+ rows), reducing hourly runtime from ~60 to ~35 minutes and lowering warehouse usage from ~18K to ~10K credits/day.Supported enterprise Snowflake environments (~145 TB), managing schema drift, backfills, and production recovery.
Education
Illinois Institute of Technology
Master's degree, Data Science
SRM IST Chennai
Bachelor of Technology, Electronics and Communications Engineering
2015 — 2019
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.