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I am an AI/ML engineer with over 10 years of experience in designing, building, and scaling secure and compliant cloud infrastructure across AWS, Azure, and GCP. My expertise spans AI automation, generative AI, NLP productionization, and full stack development. I enjoy aligning technical solutions with business goals, driving delivery leadership, and enhancing platform availability and cost optimization to power AI-driven products in fast-growth environments. I have led projects involving multi-cloud DevOps integration, generative AI services, MLOps lifecycle automation, and hybrid cloud migrations. I'm passionate about implementing secure, compliant, and scalable infrastructures, mentoring teams, and promoting DevOps and MLOps culture via enablement programs and knowledge sharing.…I am an AI/ML engineer with over 10 years of experience in designing, building, and scaling secure and compliant cloud infrastructure across AWS, Azure, and GCP. My expertise spans AI automation, generative AI, NLP productionization, and full stack development. I enjoy aligning technical solutions with business goals, driving delivery leadership, and enhancing platform availability and cost optimization to power AI-driven products in fast-growth environments. I have led projects involving multi-cloud DevOps integration, generative AI services, MLOps lifecycle automation, and hybrid cloud migrations. I'm passionate about implementing secure, compliant, and scalable infrastructures, mentoring teams, and promoting DevOps and MLOps culture via enablement programs and knowledge sharing.

Garcha Simranjeet

AI Engineer, DevOps Developer, Cloud Developer, +1

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I am an AI/ML engineer with over 10 years of experience in designing, building, and scaling secure and compliant cloud infrastructure across AWS, Azure, and GCP. My expertise spans AI automation, generative AI, NLP productionization, and full stack development. I enjoy aligning technical solutions with business goals, driving delivery leadership, and enhancing platform availability and cost optimization to power AI-driven products in fast-growth environments. I have led projects involving multi-cloud DevOps integration, generative AI services, MLOps lifecycle automation, and hybrid cloud migrations. I'm passionate about implementing secure, compliant, and scalable infrastructures, mentoring teams, and promoting DevOps and MLOps culture via enablement programs and knowledge sharing.…I am an AI/ML engineer with over 10 years of experience in designing, building, and scaling secure and compliant cloud infrastructure across AWS, Azure, and GCP. My expertise spans AI automation, generative AI, NLP productionization, and full stack development. I enjoy aligning technical solutions with business goals, driving delivery leadership, and enhancing platform availability and cost optimization to power AI-driven products in fast-growth environments. I have led projects involving multi-cloud DevOps integration, generative AI services, MLOps lifecycle automation, and hybrid cloud migrations. I'm passionate about implementing secure, compliant, and scalable infrastructures, mentoring teams, and promoting DevOps and MLOps culture via enablement programs and knowledge sharing.

Available to hire

I am an AI/ML engineer with over 10 years of experience in designing, building, and scaling secure and compliant cloud infrastructure across AWS, Azure, and GCP. My expertise spans AI automation, generative AI, NLP productionization, and full stack development. I enjoy aligning technical solutions with business goals, driving delivery leadership, and enhancing platform availability and cost optimization to power AI-driven products in fast-growth environments.

I have led projects involving multi-cloud DevOps integration, generative AI services, MLOps lifecycle automation, and hybrid cloud migrations. I’m passionate about implementing secure, compliant, and scalable infrastructures, mentoring teams, and promoting DevOps and MLOps culture via enablement programs and knowledge sharing.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Beginner

Work Experience

Senior ML Engineer at PixelFyre Code Labs

February 1, 2023 - Present

Led DevOps delivery with observability and cost governance across multi-cloud environments. Created secure, scalable infrastructure using CDKTF and Terraform aligned with enterprise security frameworks. Architected a Generative AI-powered content summarization service leveraging Azure OpenAI and AWS Lambda@Edge APIs, reducing editorial turnaround time by 40%. Delivered end-to-end MLOps consulting solutions standardizing model lifecycle management across AWS SageMaker, Azure ML, and GCP Vertex AI. Optimized prompt engineering, model versioning, and latency tuning for applications powered by large language models. Implemented multi-cloud GitHub Actions workflows with policy-as-code integrations, improving release velocity by 55% while maintaining SOC 2 compliance. Enhanced system reliability by defining SLIs/SLOs, reducing downtime and MTTR, and fostering DevOps/MLOps culture through internal programs and knowledge sharing.

Senior Software Engineer at Cohere

April 30, 2023 - August 22, 2025

Managed multi-cloud migrations and infrastructure optimization across AWS, GCP, and Azure. Collaborated with data science teams to productionize BERT-based NLU services, reducing inference latency by 30% through optimized batching and caching. Built Retrieval-Augmented Generation (RAG) pipelines for enterprise search use cases. Delivered GCP containerization projects and automated deployments with Terraform and TeamCity, integrating Prometheus and Slack for alerting. Piloted Vertex AI pipelines for automated retraining of recommendation models, increasing relevancy by 25%. Implemented Azure automation and orchestrated hybrid cloud infrastructures. Improved PostgreSQL backup and monitoring via custom dashboards. Enforced Kubernetes security policies using ArgoCD, Istio, and RBAC. Integrated ML models into backend APIs and streaming pipelines enabling real-time recommendations.

Senior Full Stack Engineer at InfiniteT3ch

July 31, 2020 - August 22, 2025

Designed and developed full-stack web applications with Java Spring Boot backend and React frontend, integrating data via GraphQL and REST APIs. Built and optimized PostgreSQL services focusing on query design and indexing. Migrated projects and workloads across AWS, GCP, and Azure, implementing container orchestration and CI/CD pipelines. Delivered infrastructure with automated disaster recovery and system validation. Utilized Chef, Rundeck, and Docker for configuration and release automation. Defined baseline SLI metrics for uptime and latency tracking.

Backend Engineer at Evenset Inc

September 30, 2017 - August 22, 2025

Developed and maintained backend Java Spring Boot services integrated with scalable DevOps pipelines. Managed deployment pipelines for JBoss, Tomcat, and AEM, improving monitoring, log backup, and patching. Coordinated release automation, enhancing system availability and reducing mean time to recovery (MTTR).