Hire the Best Kubernetes Developers
in Canada

I architect production ML and AI/LLM platforms for enterprises and AI-native startups. My work spans the full system: model serving (self-hosted on Kubernetes or via OpenAI, Anthropic, and Bedrock APIs), MLOps and CI/CD, observability, and the governance posture that lets these systems hold up in regulated environments. A lot of engagements start with helping teams decide which workloads belong where, then building the platform to support them. *Background*: · 8+ years building ML platforms across AWS, GCP, and on-prem · Cloud Infrastructure Engineer at Royal Bank of Canada: hybrid AKS/Anthos migration of a critical API platform under bank change management · ML Infrastructure Developer at BorealisAI (RBC's AI research institute): SLURM on NVIDIA DGX, OpenShift CI/CD for ML pipelines · Through HADI Technology, recent client engagements include SkanAI (production ML infrastructure on Kubernetes), Joinable (self-hosted LLM serving), Fylo (graph RAG and neurosymbolic AI platform), and ZahraTrust (AI agent infrastructure) *Recent work*: · Self-hosted LLM serving on Kubernetes with vLLM and KubeAI (DeepSeek-R1, Llama 3); continuous batching, autoscaling, OpenAI-compatible API surface · Graph RAG and neurosymbolic extraction pipelines combining vector retrieval with ShEx-constrained schema validation for accuracy and traceability · Reusable MLOps platform components (MLflow, Argo CD, Terraform, Helm) so domain teams onboard new ML workloads in days · Cross-cloud ML pipelines on AWS and GCP with unified experiment tracking, artifact management, and gated promotion · Production observability for ML systems (Prometheus, Grafana, EFK) with alerting on latency, throughput, drift, and cost *Good fit if you're*: · Running LLMs in production and the infrastructure is becoming the bottleneck · Deciding between API, self-hosted, or hybrid for a given workload · Moving from ad-hoc ML deployments to a structured internal ML platform with proper lifecycle controls · In a regulated industry (banking, healthcare, government) and need infrastructure that holds up to compliance review *Stack*: vLLM, KubeAI, MLflow, Triton Inference Server, ONNX Runtime, Kubernetes, OpenShift, Terraform, Argo CD, Helm, Airflow, Prometheus, Grafana, Vault, AWS, GCP, SLURM I typically begin engagements with a 2-3 week architecture assessment, so we can scope the right system together before committing to a multi-month build.

I take over Cloud (AWS, GCP) infrastructure that's scaling faster than your team can manage - and make it stable, observable, and cost-efficient. Recent work: Navya Network (Healthcare AI) - 4 months ongoing. Zero-downtime ECS Fargate migration, Databricks cost optimization, multi-region architecture. 99.9% availability with sub-second agent orchestration. Ockam (AI startup) - Led SOC2 compliance from scratch while rebuilding their platform architecture. Invesco (Fortune 500) - Migrated 500+ applications to AWS. Genentech - Built enterprise container platform that cut developer onboarding from weeks to days. What I deliver: Production Kubernetes and ECS at scale. Terraform infrastructure you can actually maintain. CI/CD pipelines that don't break. Observability that tells you what's wrong before customers do. How I work: Async-first, timezone-flexible. I document everything and build for handoff - you get infrastructure your team can run without me. Available for 2-4 week projects or longer engagements. Previously scaled a platform engineering practice from 12 to 150 engineers at Slalom Build. Now running Accelra Technologies and taking select consulting work.

As a certified Solution Architect with a decade of experience, I specialize in cloud architecture and DevOps engineering across cloud platforms such as AWS, Azure, GCP, OCI, and DigitalOcean. With a focus on AWS Cloud DevOps Services and Site Reliability Engineering (SRE) with Terraform, I design, implement, and manage scalable, secure, and optimized cloud solutions for businesses of all sizes. I help organizations migrate to the cloud, automate infrastructure, and implement Kubernetes-based microservices architectures, ensuring systems are efficient, cost-effective, and compliant with industry standards. Whether you need to automate AWS DevOps pipelines, implement Kubernetes, or conduct cloud-based compliance audits, I provide customized solutions aligned with your unique business needs. 🔑 Key Expertise: ◉ Cloud Platforms: Extensive experience with AWS, Azure, GCP, Oracle Cloud, and DigitalOcean for resilient cloud infrastructures. ◉ DevOps Engineering: Automation of CI/CD pipelines using Jenkins, GitLab, and GitHub to streamline deployment and improve development velocity. ◉ Infrastructure as Code (IaC): Terraform, CloudFormation, ARM Templates for scalable, reliable, and maintainable cloud infrastructure. ◉ Kubernetes & Docker: Specialized Kubernetes consulting for microservices, container orchestration, and infrastructure management with Docker and Helm. ◉ Site Reliability Engineering (SRE): Implementing automated systems that handle traffic spikes and ensure uptime with disaster recovery plans. ◉ Security & Compliance: Expertise in cloud security practices, conducting SOC2 and HIPAA audits, and ensuring compliance with regulations. ◉ Cloud Cost Optimization: Reducing infrastructure costs by optimizing resource utilization while maintaining high performance. ✅ Certifications: - Kubernetes Administrator (CKA) - Kubernetes Security Specialist (CKS) - Kubernetes Application Developer (CKAD) - AWS Solution Architect Associate - AWS SysOps Administrator - Azure Solutions Architect Expert - Azure Administrator Associate - Oracle Cloud Certifications (Foundation, Associate, Professional) - CCNA Routing & Switching ✅ Core Skills: ◉ CI/CD Automation: I specialize in setting up and managing CI/CD pipelines with Jenkins, GitLab, and GitHub, enabling faster and more reliable code delivery. ◉ Infrastructure as Code (IaC): Using Terraform, I automate cloud resource provisioning for seamless scaling, manageability, and version control. ◉ Kubernetes & Container Orchestration: Expertise in Kubernetes consulting, optimizing containerized applications, scaling them efficiently, and ensuring high availability across cloud platforms (AWS EKS, Azure AKS, Google GKE). ◉ Cloud Architecture Design: I design cloud-native architectures optimized for scalability, security, performance, and cost. Expertise in hybrid and multi-cloud solutions, helping businesses implement reliable and cost-effective systems. ◉ Scripting & Automation: Proficient in Python, Bash, and PowerShell scripting, I automate workflows to reduce manual intervention and improve operational efficiency. ◉ Monitoring & Logging: I implement Prometheus and Grafana for monitoring, and ELK stack for centralized logging, proactively resolving issues and ensuring smooth operations. ◉ Disaster Recovery & Backup Solutions: I design backup and disaster recovery strategies to minimize downtime and ensure continuity, regardless of the circumstances. ✅ Services I Offer: ◉ Cloud Migration & Consulting: I assist in migrating legacy systems to the cloud or optimizing existing cloud environments, ensuring secure data migration and cost-effective infrastructure. ◉ Kubernetes & Docker Consulting: Offering services for Kubernetes Cluster Management, Helm Chart Management, and Docker Container Management, I help businesses optimize containerized applications. ◉ Site Reliability Engineering (SRE): My SRE services ensure systems are highly available, resilient, and scalable, with effective monitoring, incident management, and recovery processes in place. ◉ Security & Compliance Consulting: With expertise in SOC2 and HIPAA audits, I secure cloud environments and ensure compliance with the highest standards for data protection. ◉ Cost Optimization: I specialize in cloud cost management strategies, helping reduce unnecessary spend while maintaining performance and scalability. ◉ CI/CD Pipeline Setup: From Docker to Kubernetes deployment, I establish and optimize CI/CD pipelines for faster, more reliable deployment cycles. ◉ Custom Automation Solutions: I create tailored automation strategies to reduce manual workloads and improve operational workflows, enhancing overall system reliability. Why Work with Me? - Proven Expertise - Tailored Solutions - Cloud & DevOps Focus Ready to streamline your cloud infrastructure and DevOps workflows? Contact me today to discuss how I can help you achieve operational excellence and optimize your cloud environment.

I have more than 8 years of experience designing and developing websites using a variety of technologies for Web Apps and Mobile Apps. To view some of my projects and to get to know me better visit: nk.vercel.app/projects Languages: Javascript, Python and PHP Front-end: React + Typescript, NextJs + Typescript, VueJs , Wordpress + Theme Development Back-end: NodeJs, Django, Flask, Serverless Lambda API: RestAPI, GraphQL Implementation: Monolithic, Microservices, Server-side, Client-side, PWA Mobile: React Native (Android + IOS Development) Database: Postgres, MongoDB, MySQL, Firebase, Firestore, SQLlite Aws: S3, Lambda, Route 51, EC2, Cloudfront, DynamoDB, Amplify, AppSync Version Control: Git, Github, Bitbucket Analytics & Ads: Google Analytics, Google Adwords Adobe: Illustrator, Photoshop, Indesign, AdobeXD

I’m a Principal Full Stack Engineer and Software Architect with 15+ years of experience designing and scaling SaaS, AI, Fintech, Healthcare, and E-Commerce, and now evolving those platforms with AI-driven capabilities. I design architectures where LLMs, embeddings, and data pipelines work alongside robust APIs, enabling automation, insight generation, and conversational interfaces inside enterprise products. I’ve worked across the full company spectrum: • Startups that needed rapid MVPs, lean architectures, and fast iteration • Scaleups where performance, stability, and automation become critical • Enterprises with complex compliance, multi-team collaboration, and long-term architectural planning My Teck Stacks & Specializations: • Frontend: React, Next.js, TypeScript, Tailwind, Material UI • Backend: Node.js (Express, Nest.js), Python (FastAPI, Django), Java, C#, REST, GraphQL, WebSockets AI & Data: LLMs, RAG pipelines, embeddings, vector DBs, LangChain, LlamaIndex, ETL/ELT • Cloud & DevOps: AWS, Azure, GCP, Docker, Kubernetes, Terraform, CI/CD (GitHub Actions, Azure DevOps) • Databases: PostgreSQL, MySQL, MongoDB, Redis, DynamoDB • E-Commerce / CMS: Shopify, WooCommerce, WordPress (custom plugins, headless setups) I specialize in system and database architecture, designing platforms that handle complex business logic, high traffic, and real-time data at scale. I build distributed ecosystems using domain-driven design, microservices, and event-driven patterns, supported by resilient messaging workflows, serverless compute, and horizontally scalable APIs. From orchestrated services to autonomous event pipelines, and from optimized relational models in PostgreSQL/MySQL to high-throughput document and cache layers in MongoDB and Redis, I ensure every layer of the system is tuned for performance, reliability, and seamless growth. On the product side, I’ve built and optimized Shopify, WooCommerce, and custom WordPress solutions - integrating payments, automating operations, and improving conversions through smart architecture and automation. Clients value me for translating complex requirements into intuitive, high-performance applications while leading projects with transparency and efficiency. Every engagement is about long-term reliability. I ensure that what we build today continues to support tomorrow’s growth.

I’m a DevOps Engineer & Full-Stack Developer with proven experience automating CI/CD pipelines, deploying containerized workloads, and building scalable web applications. Skilled in Docker (Linux & Windows), Kubernetes, Terraform, GitHub Actions, and AWS/Azure, I help teams streamline infrastructure, reduce downtime, and improve deployment reliability. On the development side, I work with React, Next.js, TypeScript, Node.js, and PostgreSQL/MongoDB to deliver secure and high-performing full-stack applications. In one project, I optimized backend queries for 30,000+ users, cutting response times during peak traffic. My work at Dayforce (DevOps Engineer) and Smarty Pants Technologies (Full-Stack Developer) gave me strong expertise in combining cloud, automation, and software engineering practices. I graduated from Dalhousie University in Applied Computer Science, and I bring not only technical skills but also strong communication and a proactive mindset. If you’re looking for someone who can optimize your infrastructure or build applications from the ground up, I’d be happy to help.