Siddhant Prakash
Data Engineer at Autodesk | Data Platform | Cloud
- Role
- Data Engineer at Autodesk
- Location
- Patna, BR, IN
- LinkedIn followers
- 500 followers
About Siddhant Prakash
Snowflake || SQL || PYTHON || ETL Pipeline || DBT || AWS A continuous learner, a…
Experience
Data Engineer
Jul 2024 — Present · Bangalore, IN
Working as a Data Engineer involving tech stack like AWS, Snowflake, DBT, Airflow.• Snowflake Cost Optimization: Built a cost monitoring framework with budget alerts, high-credit query detection, and warehouse size optimization, reducing Snowflake warehouse costs by 85% and saving $64K (YTD), with $271K projected annually, implemented across six warehouses.• Designed and implemented a zero-downtime DBT strategy for T2P-managed Snowflake tables during schema changes using atomic swap-table logic, ensuring uninterrupted access in Publish and PCC layers.• Fixed data volume anomaly detection in the org-wide DQA DBT package (used by 80% of Autodesk data workflows) by refactoring core logic and enabling flexible thresholds; released fix in v2.2.0 after thorough testing.• Incremental Warehouse Refresh: Implemented DBT-driven incremental updates for Snowflake tables, orchestrated via Airflow on Astronomer Server.• API Ingestion Automation: Built a Python-based pipeline to streamline API onboarding, reducing manual effort and errors.• Offset Handling for Late Records: Enhanced SQL incremental logic to capture late-arriving records, ensuring accurate T2P job processing.• Enabled SFDC email alerts across all objects using AWS SES, with team-specific routing via Airflow environment variables.• Configured Jenkins CI/CD pipelines for Sales Analytics and SPM-GTM teams to automate data workflows, integrating Liquibase, Harmony scans, Airflow DAGs, and Snowflake updates.
Education
Scaler
Master's degree
2023 — 2024
Bangalore Institute of Technology
Bachelor of Engineering - BE
2018 — 2022
Satyam International
Senior secondary school(12th)
Scaler
Backend Engineering
2023 — 2024
St. Karen's High School
Secondary school
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