surya vamsi
Contact details — on requestProof of Work — on request
Experience
S
AI / ML Engineer & Analyst
Stryker Corporation · Jan 2024 – Present
- Stryker Super Stars Award (Aug 2025 & Jun 2024) Spot Award recognized for outstanding AI/ML delivery, data engineering excellence, and cross-team impact.
- Developed and deployed LLMS, RAG pipelines, and Transformer-based models on Azure and GCP for automated operations, predictive maintenance, and incident prediction - reducing manual ops toil across 15+ teams.
- Delivered Spot Award-winning Clarizen data warehouse integration: ingested 500+ live tables (.json & .csv) into Azure Blob Storage - powering forecasting models and significantly improving data availability and reporting efficiency.
- Implemented Medallion Architecture in Databricks (Bronze
- Silver
- Gold) for 120 tables / 100,000+ rows with integrated ML algorithms across client data pipelines.
- Optimized centralized ADF pipeline execution by 40% via SQL indexing and Python-based Synapse partitioning, reducing compute costs and consistently meeting the critical 7:00 AM business SLA.
- Led Wright Medical Data Migration project as ETL Data Engineer - executed full SIT & UAT testing phases, ensuring zero-defect production release of large-scale healthcare data pipelines.
- Maintained CI/CD workflows on Linux VMs using shell scripting, autonomous containers, and Azure DevOps integration; applied MLOps best practices for model versioning, experiment tracking, and deployment.
Software Engineer
Stryker · Jan 2024 – Present
S
Cloud Infrastructure Engineer (Intern)
Stryker Corporation · Sep 2022 – Dec 2023
- Led optimization of 500+ SQL/NoSQL DBs on Azure cloud - saving $35,000/month in compute costs; implemented laC workflows using Shell, Ansible & Terraform for advanced cloud infrastructure automation.
- Developed, tested, and debugged SQL/Python scripting notebooks in Databricks integrated with Azure DevOps CI/CD pipelines; operated in Agile/Scrum SDLC across cross-functional teams.
Information Technology Intern
Stryker · Sep 2022 – Dec 2023
Skills 0 proven through work
Also works with
Context PreservationAzure Group Model UsageDelegation and Work AllocationSpeech Recognition OptimizationPrompt EngineeringBackend TroubleshootingDependency ManagementTechnical TroubleshootingTechnical Knowledge SharingData ProvisionProblem SolvingSecurity ArchitectureBefore-and-After Impact MeasurementKnowledge Base Design & ManagementAI Workflow AutomationProcess ImprovementAI Hallucination DetectionAI ConsultingAI & ML Topic ResearchAI Model TestingTransformer Architecture UnderstandingData MaintenanceQuestion Answering System DevelopmentAI Solution ImplementationTask AutomationChatbot DevelopmentText-to-Speech IntegrationAPI IntegrationLlama Model UsageModel AdaptationData Annotation Quality AssuranceData ValidationAI Model ConfigurationHyperparameter TuningUnstructured Data ProcessingData Integrity ManagementModel Training ExecutionFeature EngineeringRoot Cause AnalysisModel Error AnalysisClinical AI Solution DevelopmentForecastingLog AnalysisCloud ComputingMachine Learning ApplicationScalable System DesignAI Model OptimizationPerformance Metrics AnalysisWorkforce PlanningSystem Metrics CollectionAzure SQL UsageAI Platform DevelopmentIaC Principles & PracticeLinux Shell ScriptingResource PlanningResource UtilizationApplication MonitoringCloud Cost Estimation & ComparisonApplication Performance OptimizationData MigrationSQL ProgrammingAzure DeploymentDatabase ManagementDatabase Query OptimizationDatabase Index CreationRetrieval Quality EvaluationModel Metric Selection & InterpretationSemantic SearchData ExtractionOpenAI UsageAzure AI Services IntegrationEmbedding GenerationDocument ChunkingImage ProcessingIntelligent Document ProcessingMachine Translation IntegrationSpeech RecognitionAudio Pre-processingGenerative AI ApplicationRetrieval-Augmented GenerationMachine Learning Model DeploymentLarge Language Model Development
Proof of Work
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Education
Integrated M.Tech (B.Tech+M.Tech), Software Engineering & CSE
Vellore Institute of Technology - AP · 2018 — 2023
Contact details
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