Pranav Prakash
@pranavprakash1
Senior architect embedding GenAI and AIOps into cloud-native platforms to cut MTTR.
IndiaWhat I'm looking for
I’m a Senior Architect with 20+ years designing enterprise platforms at the intersection of GenAI, AIOps, and cloud-native engineering. I embed LLM-powered automation into SDLC and operations pipelines for global banks, airlines, telcos, and retailers, delivering 40–50% lower operational toil and MTTR reductions of 30–45%.
As a trusted CXO advisor, I help teams craft GenAI strategy and responsible AI approaches for regulated industries, while staying hands-on across LangChain, RAG, agentic workflows, knowledge graphs, and multi-cloud Kubernetes. I’ve delivered multi-geography engagements across the USA, UK, Netherlands, Saudi Arabia, and India, leading distributed teams and advising senior IT leadership.
My flagship work is an Enterprise AIOps initiative (2025–2026): an LLM-native, graph-based incident-intelligence platform deployed to 3 banking & payment clients on GKE. I architected the platform blueprint and agent topology (triage → RCA → blast-radius → remediation), built with Jaeger + OpenTelemetry tracing, Neo4j knowledge graphs, TimescaleDB metrics, and orchestrated via LangChain on GPT-4o and Claude—driving MTTR down ~45% and generating audit-grade RCA narratives for every Sev-1/Sev-2 incident.
Experience
Work history, roles, and key accomplishments
Senior Architect
IBM Consulting
Dec 2020 - Present (5 years 6 months)
Architected LLM-native enterprise AIOps on GKE using Jaeger/OpenTelemetry and a Neo4j knowledge graph, reducing MTTR ~45% across 3 banking clients. Built LLM copilots for release summarization, incident RCA and runbook auto-generation, and delivered an AI-augmented CI/CD platform with ML risk scoring achieving 2–3× deployment throughput.
Engineering Manager, DevOps & SRE
Tata Unistore Ltd. (Tata CLiQ)
May 2020 - Dec 2020 (7 months)
Scaled an AWS-based cloud-native SRE/DevOps platform on EKS to support 50M+ monthly users and introduced ML-based alert noise reduction and incident workflows. Standardized CI/CD across 30+ microservices with Jenkins and ArgoCD, reducing MTTR 35% while enabling near-zero-downtime deployments during peak sale events.
Engineering Manager, DevOps
Arab Company of Shared Services
Jan 2020 - Apr 2020 (3 months)
Established DevOps foundations for regulated banking workloads on GKE by implementing GitOps and automated compliance gates. Reduced production incidents by 25–30% by strengthening deployment and control workflows.
Senior DevOps Architect
IBM India Pvt. Ltd.
Sep 2007 - Dec 2019 (12 years 3 months)
Led enterprise DevOps and cloud modernization across airlines, banking, telecom and retail, delivering 80%+ automation coverage and 30% faster release cycles. Built predictive reliability with statistical SLO modeling, automated runbook execution and capacity planning (P1 incidents ↓35%), migrated monoliths to Docker/Kubernetes microservices, and pioneered ML for log anomaly detection, test select
Education
Degrees, certifications, and relevant coursework
M.S. Ramaiah Institute of Technology
Bachelor of Technology, Information Technology
B.Tech in Information Technology completed at M.S. Ramaiah Institute of Technology, Bangalore.
Availability
Location
IndiaAuthorized to work in
Social media
Job categories
Skills
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