Kumar Shivam
typing tokens to create impact.
- Role
- Associate at Goldman Sachs
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Kumar Shivam
Senior Data Engineer | Big Data | Cloud | AI & ML Enthusiast From building…
Experience
Associate
Aug 2024 — Present · Bengaluru, IN
Finance Stats Modeling: Designed and optimized statistical models for trade netting computation across multiple hierarchies. High-Performance Data Pipelines: Architected and modernized microservices to enhance efficiency in data movement and processing. HDFS to Snowflake Migration: Led the migration of on-prem HDFS to Snowflake, ensuring high-performance scalability and optimized data retrieval. ORM Optimization: Spearheaded internal data modeling initiatives, modernizing legacy ORM technologies to improve database interactions. Real-Time Data Processing: Developed next-gen ORM frameworks tailored for high-throughput financial systems, reducing query latencies. Big Data Processing & Compute Efficiency: Improved HDFS I/O efficiency by 82% using in-memory compute, pre-compute strategies, and ORM remodeling. Tool & Framework Development: Actively contributed to internal frameworks and open-source tools for big data analytics.
Education
Kendriya Vidyalaya Ordnance Factory Dum Dum
AISSCE
2015 — 2017
University of Engineering & Management (UEM)
Bachelor of Technology
2017 — 2021
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