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Site Reliability Engineer with 10+ years in Linux, Kubernetes, and Cloud
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Assessing your cultural and operational fit
Site Reliability Engineer with 10+ years of experience managing high-performance Linux production systems. Skilled in system performance tuning, networking, and deep troubleshooting, including kernel debugging and crash dump analysis. Proficient in Python, Go, and shell scripting for automation, with expertise in VMware, Kubernetes, Docker, and AWS. Focused on reliability, operational risk reduction, and building scalable, resilient production systems. Achieved significant improvements: reduced incident resolution time (MTTR) by ~30%, improved system availability to 99.9%+, decreased deployment failures by ~25%, and reduced operational toil through automation.
Letterkenny Institute of Technology
Postgraduate Diploma · Cloud Computing & Big Data Architecture
August 1, 2018 – June 30, 2019
National University of Ireland, Galway
Diploma · High Performance Computing
August 1, 2014 – June 30, 2015
University of Limerick, Ireland
Master's Degree · Computer Software Engineering and Entrepreneurship
August 1, 2013 – June 30, 2014
Bangalore University
Bachelor's · Computer Science
August 1, 2010 – June 30, 2013
Nscale
Site Reliability Engineer
December 1, 2025 – Present
India
Oracle
Senior Principal Infrastructure Engineer
March 1, 2019 – November 1, 2025
India
General Motors
HPC Linux Infrastructure Engineer
August 1, 2014 – March 1, 2019
India
Oracle Cloud Infrastructure 2025 Certified AI Foundations Associate
Oracle Cloud Infrastructure
June 1, 2026 – Present
Oracle Cloud Infrastructure 2025 Certified Multicloud Architect Professional
Oracle Cloud Infrastructure
June 1, 2026 – Present
Cloud Architecture: Core Concepts
Unknown
June 1, 2026 – Present
Python Essential Training
Unknown
June 1, 2026 – Present
Oracle Cloud Infrastructure 2025 Architect Associate
Oracle Cloud Infrastructure
June 1, 2026 – Present
Oracle Cloud Infrastructure 2025 Certified Generative AI Professional
Oracle Cloud Infrastructure
June 1, 2026 – Present
Oracle Cloud Infrastructure Foundations 2020 Certified Associate
Oracle Cloud Infrastructure
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's career progression from HPC Linux Infrastructure Engineer to Senior Principal Infrastructure Engineer and now Site Reliability Engineer at Nscale (future role) shows a consistent focus on reliability, infrastructure, and distributed systems. The diverse experience across Oracle and General Motors, coupled with a current role at Nscale, indicates adaptability and exposure to different organizational cultures and technical challenges. The breadth of technical skills and certifications in cloud architecture and AI foundations suggests a continuous learning mindset and a willingness to embrace new technologies, which aligns well with a dynamic SRE environment. The roles consistently involve critical infrastructure, performance, and reliability, indicating a strong cultural fit for a senior SRE position.
Soft Skills & Operational Fit
The candidate's resume highlights a strong focus on improving system availability, reducing MTTR, decreasing deployment failures, and automating operational toil. These achievements demonstrate a proactive, problem-solving mindset and a commitment to operational excellence, which are crucial for a senior SRE. The experience in leading L3 incident response and root cause analysis under strict SLAs indicates strong pressure handling and analytical skills. The emphasis on SLI/SLO-driven observability also points to a data-driven approach to reliability.