Case studies

Real engagements. Measurable outcomes.

One clean data warehouse for a payments startup — 8 sources unified, GDPR-compliant from day one

8 → 1 warehouse · analysts off Excel · GDPR-ready on launch

Tech stack

#Data Engineering#Cloud Security#Snowflake#GDPR#FinTech
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Bringing order to multi-cloud chaos: one workflow for Azure, GCP, and AWS

3× faster onboarding · ~18 hrs saved per engagement

Tech stack

#DevOps#Multi-Cloud#Kubernetes#GitOps
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Text to codes: LLM-powered medical coding automation for an orthopedic center

End-to-end automation · higher accuracy than human coders

Tech stack

#NLP#LLM#Healthcare#AWS#RAG
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Claim denial management & revenue cycle automation for a regional health network

Pre-payment in days, not weeks · denial risk scored before submission

Tech stack

#NLP#LLM#ML#AWS#Healthcare IT
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Cutting AWS spend by 52% for a SaaS analytics platform — without touching the product

−52% monthly AWS bill · ~$72k saved per year

Tech stack

#FinOps#DevOps#AWS#Cloud Cost
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Automating insurance appeal letters for a Canadian hospital — from PoC to production path in 14 days

2 weeks PoC · 8× faster appeal drafting · 90%+ first-pass accuracy

Tech stack

#LLM#NLP#Healthcare#RAG
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Securing a cloud-native platform from pipeline to runtime — zero critical vulnerabilities in production

Zero critical CVEs in prod · runtime threats detected in <2 min

Tech stack

#Cloud Security#DevOps#Kubernetes
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From 12 disconnected IAM configs to one Zero Trust access model — 200-engineer SaaS platform

100% MFA coverage · access provisioning from 2 days to 15 minutes

Tech stack

#Cloud Security#IAM#AWS
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Closing PHI encryption gaps for a healthtech startup — HIPAA-ready in 3 weeks

0 unencrypted data stores · HIPAA audit passed with zero findings

Tech stack

#Cloud Security#Healthcare#AWS
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Kubernetes as a control plane for modular compute units

100% open source stack · 6 integrated layers · 0 manual cluster setup

Tech stack

#Kubernetes#DevOps#IaaS
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