Siva Kumar
Data Engineer
Sydney, New South Wales, Australia
Summary
👤
Senior🎓
Top SchoolSiva Kumar is a Data Engineer based in Sydney with 10 years of experience building data-driven solutions and designing pipelines that power intelligent systems. He transitioned from embedded and desktop firmware/software for transport refrigeration at Ingersoll Rand to data engineering roles after completing a Master's in Data Science at Monash, blending systems-level rigor with modern data modeling and warehousing practices. At Xref he focuses on production data pipelines, having previously led technical efforts and service tool development at Trane Technologies. Known for turning hardware-adjacent telemetry and service-tool insights into actionable data products, he brings strong ETL, database administration and cross-functional collaboration skills. Siva’s background in electrical and software engineering gives him a practical edge in integrating operational data sources into reliable analytics platforms.
10 years of coding experience
6 years of employment as a software developer
Bachelor of Technology - BTech, Electrical, Electronics and Communications Engineering, Bachelor of Technology - BTech, Electrical, Electronics and Communications Engineering at National Institute of Technology CalicutMaster's in Data Science, Data Modeling/Warehousing and Database Administration, Master's in Data Science, Data Modeling/Warehousing and Database Administration at Monash University
Github Skills (13)
compression9
mixture-of-experts8
gpu7
optimization7
pytorch7
machine-learning7
inference7
deep-learning7
deepspeed5
data-parallelism5
distributed-training4
blockchain3
ethereum3
Programming languages (3)
Github contributions (5)
siva-sankar-a/eva_final_project
May 2020 - Jan 2021
EVA4 final project repository
Contributions:46 commits, 4 PRs, 40 pushes in 8 months
ethereumeva4blockchain
siva-sankar-a/erav1
Jun 2023 - Aug 2023
ERA V1 repository
Contributions:124 PRs, 115 pushes, 8 branches in 2 months
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