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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.

Canada Level 4 Security Cleared Development Manager / Practice Lead: Technically hands-on, I have led teams to architect, design, document, build, and deploy secure and scalable systems around the world. Assure the business stakeholders with planning, execution and the business benefits of elegant standards-based architecture and inspire technical teams with sure-footed technical knowledge and a mentoring approach. Core Expertise: Cloud Architecture and Engineering, Microservices and REST APIs, DevOps, Solutions Architecture, Java, JEE, Spring, IBM WebSphere, Liberty, Portal and Commerce, .NET Core, Typescript, Angular, JBoss/Wildfly, Liferay, Linux Industry Expertise: Fintech, Public Sector, Supply Chain, Portals, eCommerce, Web Security and Content Management, Search, Disaster Recovery. Enabling TDD and CI/CD for distributed and agile teams.

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.

Databricks Partner | AWS | Azure Data & Cloud Infrastructure Architect | Helping data leaders optimize compute (CPU/GPU) and scale engineering teams 𝐇𝐨𝐰 𝐈 𝐡𝐞𝐥𝐩 𝐝𝐚𝐭𝐚 𝐨𝐫𝐠𝐚𝐧𝐢𝐳𝐚𝐭𝐢𝐨𝐧𝐬: ‣ 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞 & 𝐂𝐨𝐬𝐭 𝐀𝐮𝐝𝐢𝐭𝐬: Identifying and automating the teardown of idle Databricks/K8s clusters to cut compute waste. ‣ 𝐃𝐚𝐭𝐚 𝐆𝐨𝐯𝐞𝐫𝐧𝐚𝐧𝐜𝐞: Implementing Databricks Unity Catalog for centralized security, lineage, and compliance. ‣ 𝐂𝐨𝐫𝐩𝐨𝐫𝐚𝐭𝐞 𝐔𝐩𝐬𝐤𝐢𝐥𝐥𝐢𝐧𝐠 𝐒𝐩𝐫𝐢𝐧𝐭𝐬: Turning existing internal engineering teams into advanced, platform-ready data engineers. ‣ 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐞𝐝 𝐂𝐈/𝐂𝐃 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬: Building secure on-demand environments and zero-downtime deployment patterns. 𝐓𝐡𝐞 𝐏𝐫𝐨𝐨𝐟: • Official Databricks Partner with 20+ years in cloud, big data, and infrastructure. • Scaled an AI Neo Cloud from zero to 4,000+ accelerators across NVIDIA GPU A100/H100 platforms. • Founder of TorontoAI, a 10,000+ member applied-AI engineering community.

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.

Welcome to my profile👋 I’m a Full-Stack Developer with a passion for crafting custom solutions, especially for Shopify. I love helping businesses make the most of their Shopify stores. With extensive experience, I’m skilled in working with Liquid, customizing themes using ThemeKit, building private and custom apps, enhancing Shopify Plus features, and fine-tuning advanced checkout options. I know Shopify inside and out and always follow its best practices to keep things running smoothly. Being a full-stack developer means I can handle both the front-end and back-end to deliver tailored solutions that perfectly fit my clients’ needs. With a strong command of modern tools and technologies, I’m ready to tackle projects of all sizes! 𝐂𝐨𝐫𝐞 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 𝐒𝐤𝐢𝐥𝐥 𝐒𝐞𝐭: 📌 Languages: JavaScript, TypeScript, CSS, SCSS/SASS/LESS, HTML5, PHP 📌 Frameworks: JavaScript (Next.js, Remix, T3, NestJS, Apollo, Nuxt, Universal), React (Next.js, Remix) 📌 ORMs: JavaScript (TypeORM, Prisma, Sequelize, Mongoose), PHP (Eloquent, Doctrine ORM) 📌 Databases: MongoDB, PostgreSQL, MySQL, MariaDB, Redis, Oracle DB, Microsoft SQL Server 📌 Queue Services: AWS SQS, Apache Kafka, RabbitMQ 📌 Authentication: Auth0, Amazon Cognito, Firebase Authentication, SuperTokens, Passport 📌 Social APIs: Google, Facebook, Twitter, Instagram, YouTube, Reddit, Snapchat, Pinterest, Viber, Telegram, Twilio, etc. 📌 Payment APIs: PayPal, Stripe, and more AI APIs: OpenAI 📌 Blockchain: Web3, Ethers.js, Hardhat 📌 Deployment Platforms: VPS (DigitalOcean, AWS EC2/ECS, Hetzner), AWS (Amplify, ELB), Google Cloud (App Engine), Azure DevOps, Heroku, Vercel, Netlify, Firebase Hosting, Edgio 📌 DevOps Tools: Docker, Kubernetes, Ansible, AWS (Lambda, DynamoDB, API Gateway, S3), GitLab, GitHub I am passionate about using my diverse skill set to deliver top-quality solutions and to help bring your project to the next level. Whether you need a customized Shopify solution or a complex full-stack application, I am ready to assist. 🙌🏼 👉🏻 Feel free to share your project details, and I would be happy to arrange a quick call to discuss your requirements, provide an estimation, and get started on development. I look forward to collaborating with you. 𝙅𝙪𝙨𝙩 𝙬𝙧𝙞𝙩𝙚 𝙢𝙚 𝘿𝙈. ↗️ Shopify | Shopify Certified | Shopify Developer | Shopify Theme Designer | Shopify Theme Developer | Shopify Store | Shopify Website Design | Shopify Expert | Shopify Specialist | Shopify App Developer | Shopify Public App Developer | Ecommerce | LandingPage Shopify expert | Shopify Plus | Ecommerce developer | WebDesign | Dropshipping | MERN