Ajay Pandey
Solutions Architect @Weights & Biases
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WORK HISTORY
Solutions Architect @Weights & Biases
Kolkata, IN
Supporting Customers onboard to Weight & Biases Platoform.Provide Seamless Experience.Help Trobuleshoot issues.
EDUCATION
Swami Vivekananda Subharti University, Meerut
Bachelor's degree
ABOUT AJAY PANDEY
Technology leader experienced in Multi Cloud, DevOps, SRE, Platform Engineering and AI/ML. Focused on aligning engineering with business goals and building reliable, efficient cloud solutions.Cloud Architecture & GovernanceMigrated legacy workloads to AWS using ADS, MGN, and Migration Hub, delivering 30% YoY cost reduction and improved agility.Architected and governed secure multi-account AWS environments using AWS Control Tower, Service Catalog, and SCPsDelivered end-to-end cloud modernization strategies based on AWS Well-Architected Framework, supporting business-critical workloads with strict RTO/RPO SLAsPlatform Engineering & DevOps LeadershipDesigned and scaled Internal Developer Platforms (IDPs) on AWS EKS using Backstage, ArgoCD, GitOps, Vault, and KeycloakIntroduced EKS Auto Mode and Karpenter for intelligent auto-scaling across multiple environments for telecom clients.Led enterprise-wide adoption of DevOps practices, enabling CI/CD, observability, and policy-as-code via Terraform and OPARefactored EC2-based systems to serverless microservices using API Gateway, Lambda, and DynamoDB, achieving 20% annualized savingsEstablished DevOps & Cloud CoEs, setting engineering standards, reusable templates, and coaching programs.GenAI & MLOps at ScaleDesigned and delivered GenAI solutions for enterprise applications:ChatGPT-style assistants built on DeepSeek LLM, Ray, vLLM on AWS EKSProduction-grade LLM inference platforms operationalized in KubernetesServerless product recommendation bots and conversational agents via Amazon BedrockLed deployment of machine learning models to production using Amazon SageMaker Pipelines, Model Monitor, and ClarifyDefined MLOps strategy with centralized experiment tracking (MLflow), bias detection, and drift monitoringStrategic LeadershipBuilt and scaled cross-functional teams across Cloud, DevOps, and AI/ML, nurturing a culture of ownership, continuous learning, and innovationDeveloped and executed technical enablement programs, delivering workshops and bootcamps on AWS, Kubernetes, Serverless, Security, System Design, and AI/MLPlayed a pivotal role in aligning cloud and platform engineering strategies with business growth, compliance, and digital transformation roadmapsTrusted advisor to C-level and technical stakeholders on modernization, cloud economics, and GenAI initiativesCertifications & RecognitionHolder of AWS Immersion Day Badges (Bronze, Silver, Gold) and multiple cloud/AI
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