Independent consulting practice specializing in automation architecture, healthcare data analytics, statistical modeling, and data process transformation. 9+ years spanning federal research, clinical operations, Fortune 500 logistics, and CMS-adjacent audit work. We build things that work in production — and stand up in audits.
Anthos Collective engagements are scoped around outcomes — not hours logged. Every project begins with a clear problem statement, a defined deliverable, and a realistic timeline.
End-to-end automation strategy — from auditing legacy manual debt to deploying self-sustaining CI/CD-integrated frameworks. Organizations leave with systems their teams can maintain, extend, and trust. Regression cycles that took weeks run in hours.
Deep fluency in the full healthcare data landscape — from clinical documentation and HCC/ICD-10 coding accuracy to Medicare risk adjustment, RADV audit compliance, fraud waste and abuse detection in the health insurance marketplace, and the regulatory complexities of working with PHI at scale. Informed by years of hands-on work with CMS-adjacent audit operations and a broader clinical understanding spanning physical therapy, nursing, and insurance operations.
Diagnose and rebuild broken data workflows — from ETL architecture and master data management to compliance reporting automation and quality assurance frameworks. Replace manual overhead and organizational debt with auditable, scalable systems that don't require tribal knowledge to operate.
From raw data to decision-ready dashboards. Power BI, Oracle BI, SAS Visual Analytics, and custom reporting infrastructure built for stakeholders who need to act on information — not interpret it first. Designed for real users, not demo environments.
For organizations inheriting years of undocumented manual processes. We reverse-engineer business logic from outdated specs, formalize test requirements, establish testing standards across development teams, and build frameworks that survive team transitions — not just sprints.
Applied statistical modeling across dimensions — structural equation models (SEM/CFA), mixed-effects logistic regression, IRT/GLMM frameworks, significance testing across multi-dimensional predictors, and LLM-enhanced forecasting. Models built for environments where the analysis needs to hold up under actuarial scrutiny, not just look good in a slide deck.
At Symplicity, a full regression cycle across a production enterprise platform took two weeks of manual execution. After a two-month zero-to-production Playwright automation deployment, the same coverage runs in four hours — continuously, on every commit, integrated directly into the GitLab CI/CD pipeline.
That's not an efficiency gain. That's a fundamentally different way of working.
Anthos Collective's automation engagements follow a proven three-month deployment framework — structured milestones, no surprises, production-ready on schedule.
Anthos Collective operates on a project-scoped engagement model. Rates are determined by the complexity, timeline, and technical depth of each engagement — not a standard menu. Every project begins with a conversation.
Every engagement starts with a no-commitment conversation. We define the problem, assess the technical landscape, and determine whether Anthos Collective is the right fit before anything is signed.
A clear written agreement covering scope, milestones, deliverables, and timeline — established before a single hour is billed. No ambiguity, no scope creep by default.
Engagements can be structured as hourly contracts, project-based flat fees, or phased retainers — depending on what best serves the work. Minimum engagement is 10 hours.
All work is contracted through Anthos Collective LLC. W-9, Certificate of Insurance, and business registration documentation available on request. Available for both short-term and extended contract engagements.
Anthos Collective accepts independent contract engagements across all practice areas. Rates are scoped to match the complexity and duration of each project — straightforward analytics work is priced differently than regulatory-adjacent statistical modeling or multi-month automation deployments. Reach out to start the conversation.
Discuss your project →Every engagement starts with a conversation — no commitment required. Reach out with a brief description of your challenge and we'll determine together whether there's a fit.
Baltimore, MD
Available remote — nationwide
Spanish — Professional Working
Anthos Collective LLC
Maryland · EIN on file
W-9 & COI available on request
The word anthos means flower in ancient Greek. A flower is precise in its structure, intentional in its timing, and honest about what it is. It doesn't perform permanence. It blooms fully — and that is enough.
Every engagement at Anthos Collective is built on the same foundation: care for the details others overlook. Whether validating $400M in Medicare data, building a test framework that outlasts the sprint that created it, or decomposing coder performance across a dozen complexity dimensions — the work is only as good as the attention brought to it. We don't cut corners to hit timelines. We scope correctly so we don't have to.