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biraj mishraBM
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biraj mishra

@birajmishra1

I build resilient Kubernetes, GitOps, and low-latency LLM infrastructure.

Nepal
Message

What I'm looking for

I'm looking for DevOps, MLOps, or infrastructure work where I can build reliable Kubernetes platforms, automate delivery and observability, optimize production performance, and contribute remotely or through relocation.

At Nepa Works, I lead DevOps infrastructure for HA Kubernetes and hybrid Azure workloads, migrating Docker Compose services to GitOps-managed microservices with Argo CD and Kustomize. I also optimized an Ollama vision server from 15.88-second to 0.10-second single-request latency while increasing throughput to 1,200+ rows per hour.

I build practical MLOps platforms, observability stacks, CI/CD quality gates, and disaster-recovery workflows. My project work includes an award-winning paddy disease diagnosis platform and a custom RAG backend using FastAPI, Qdrant, Ollama, Redis, and PostgreSQL.

Experience

Work history, roles, and key accomplishments

NW
Current

DevOps / MLOps Engineer (Infrastructure Lead)

Nepa Works

Jan 2026 - Present (9 months)

Led infrastructure operations for a 2-engineer DevOps team, architected an on-premise HA k3s cluster on Proxmox VE with hybrid Azure bursting, and designed edge networking with centralized TLS termination. Optimized LLM inference latency from 15.88s to 0.10s and boosted throughput to 1,200+ rows/hr.

NW

MLOps / DevOps Intern

Nepa Works

Nov 2025 - Jan 2026 (2 months)

Deployed initial 3-pillar observability stack (Grafana, Prometheus, Loki, Tempo, Alloy) across staging and production with automated incident alerting. Consolidated GitHub Actions workflows reducing code duplication by 60% and performed cloud audit identifying 47% spend reduction.

Education

Degrees, certifications, and relevant coursework

Birmingham City University logoBU

Birmingham City University

BSc (Hons), Computer Science with Artificial Intelligence

Final-year undergraduate student pursuing a BSc (Hons) in Computer Science with Artificial Intelligence, expected to graduate in July 2027.

Udemy logoUD

Udemy

AWS Solutions Architect Associate Training, Cloud Architecture

Completed a comprehensive 30+ hour AWS Solutions Architect Associate training curriculum covering VPC, IAM, EC2, S3, RDS, and HA Architecture.

Astronomer logoAS

Astronomer

Data Engineering Foundations, Data Engineering

Earned a Data Engineering Foundations certification focused on Apache Airflow.

OpenEDG Python Institute logoOI

OpenEDG Python Institute

Programming with Python, Programming

Earned a Programming with Python certification from the OpenEDG Python Institute.

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