VeUP
AWS Advanced Tier Services Partner (Differentiated) · Anthropic Partner · OpenAI Partner

Machine Learning

Production AWS engagements VeUP scoped, built, and operated — the proof behind the AWS Machine Learning Competency. Public references are named; the remainder are shown as AWS-validated anonymized engagements.

← All competencies
Sibros wordmark
Amazon SageMakerBedrock AgentCoreS3 + IcebergAmazon Athena
Machine Learning Applications · Connected-Vehicle ML

Sibros Technologies, Inc.

Sibros: a 75-billion-point/day SageMaker model + Bedrock AgentCore pipeline

74% production accuracy vs a >70% bar · R² lifted 54% → 80%+ under strict GroupKFold · shipped in a 3-week build, customer-independent since March 2026
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GoBubble logo
Amazon EKS (GPU)Snowflake on AWSAWS Step FunctionsAmazon RDS for PostgreSQL
Machine Learning Applications · GPU ML Inference Platform

GoBubble

GoBubble migrates 21 workloads from GCP to Amazon EKS with zero downtime

Zero-downtime GCP-to-AWS migration of 21 workloads · production ML inference on dedicated EKS GPU node groups · $381,248/yr projected AWS run-rate (AWS Pricing Calculator)
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Identity protected
Amazon SageMakerCapacity Blocks for MLAWS GravitonAWS Cost Explorer
Machine Learning Competency · FinServ AI/ML + FinOps

Production Engagement · Anonymized

WarburgAI migrates a GPU-heavy FinServ AI workload to Amazon SageMaker

FinServ AI workload migrated cloud->AWS to production · GPU cost engineered down via Capacity Blocks for ML + Graviton · scoped multi-account FinOps with CUR visibility
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Identity protected
Amazon BedrockAWS Step FunctionsAWS LambdaAmazon Rekognition
Machine Learning Applications · Multimodal Content Moderation

Production Engagement · Anonymized

Global social platform reaches 99.6% moderation accuracy on Amazon Bedrock

54% → 99.58% NSFW accuracy with no fine-tuning · ~$1 per 1,000 images · 11/11 SOW acceptance criteria passed
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Identity protected
Amazon Kinesis Video StreamsAmazon RekognitionAmazon SageMakerAmazon Bedrock
Machine Learning · Computer Vision / ML Design

Production Engagement · Anonymized

VeUP designs a computer-vision inventory platform on AWS for an F&B ML startup

Full real-time computer-vision inventory + predictive-analytics platform design and costed AWS POC for an F&B ML SaaS startup (design/POC reference — not production-launched)
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