Every build,labeled as it is.

The challenge. Intake, readiness, opportunity and proposal work is scattered across portals and documents.

Portfolio note. Working public demo. Tenant JWT enforcement and billing are not active in the shared workspace; validate those controls for a client rollout.

The challenge. Grid, data-center and infrastructure bids are spread across portals, PDFs and planning signals.

Portfolio note. Pursuit intelligence demo.

The challenge. Useful capacity signals are buried in inconsistent public interconnection files and portals.

Portfolio note. Public sample report uses checked-in demo data; counts and capacity figures are not live buyer results.

The challenge. Markets need screening before deal research, including potential exit risks.

Portfolio note. The Android research workflow is now in the main source. Market figures use dated public snapshots, not live forecasts; check the reporting period. No app-store release or investment-result claim.

The challenge. Call coaching can rely too heavily on memory and anecdote.

Portfolio note. Sales coaching demo.

The challenge. Expansion decisions often precede a clear view of grants, tax credits and incentives.

Portfolio note. Decision support; not legal or tax advice.

The challenge. Terraform changes can introduce security, cost, reliability or destructive-state risk before merge.

Portfolio note. Public engineering demo with shared review visibility. GitHub writes are mocked in the hosted demo; plan artifacts are ephemeral. Private onboarding and durable artifact storage remain unfinished.

The challenge. Incident investigation needs source evidence, clear action ownership and an independent approval trail.

Portfolio note. AWS evaluation workspace with temporary personas and persistent incident storage. October 13 deployment checks verified readiness and rejected anonymous access; hosted writes and provider execution were not reverified. Jira and CloudWatch remain unconfigured. The capture uses a controlled local incident and Jira fixture.

The challenge. Private transcription APIs require upload, async jobs, quotas and webhook plumbing.

Portfolio note. Version 1.0 records AWS smoke tests using synthetic MP3/M4A audio. Scoped keys, usage accounting, webhook replay and data purge are implemented. Customer-owned AWS deployment is supported; environment setup needs evaluation. Self-serve checkout, billing and enrichment are disabled. Request an evaluation; no streaming, accuracy guarantee or SLA is claimed.

The challenge. Aging inventory, demand errors and lead times can cause waste or stockouts.

Portfolio note. Decision layer above ERP/WMS.

The challenge. Consistent photo evidence and accountable review are needed before findings become decisions.

Portfolio note. Active development on the inspection/recon operations branch. The capture uses sample dealer photos, deterministic providers and memory storage. The hosted frontend is ahead of its API; current QC and reinspection validation remain open. Commercial and security acceptance are incomplete.

The challenge. Vehicle observations can become disconnected camera images rather than reviewable visits.

Portfolio note. Live portfolio MVP; field accuracy and commercial/data rights unvalidated. Independent project; no Cox affiliation.

The challenge. Carrier statements and payment or policy mismatches take manual reconciliation.

Portfolio note. Insurance reconciliation workflow.

The challenge. E-invoicing readiness is needed without replacing an existing billing system.

Portfolio note. Germany-first; not a certified submission gateway or legal advice.

The challenge. Approved terms, completed shifts and posted invoices can disagree, while missing evidence obscures what can be checked.

Portfolio note. Working synthetic pilot with account-scoped persistence, independent rule approval and review history. The public demo uses temporary fictional records; the persistent cloud pilot requires an assigned account. Real customer data, vendor connectors, PDF/OCR intake and recovered-revenue validation are not included.

The challenge. RFQs can reach suppliers with missing or expired eligibility evidence.

Portfolio note. MVP; no autonomous compliance verification.

The challenge. A better pre-appointment decision is needed before dispatching a rep.

Portfolio note. Published sample assessment with rule-based readiness from provided and confirmed inputs, printable reports and CRM CSV export. Optional AI drafts require human confirmation. The sample uses fictional roof and homeowner details. Private AWS accounts, photo storage and sharing paths require separate deployment validation. No licensed inspection, roof measurement or final solar design.

The challenge. Consenting guests need a way to find their photos in private galleries.

Portfolio note. Deployed private event-photo workflow with owner-scoped data, consent records, manual corrections and targeted rematching. Guest links expire after seven days and can be revoked; original-download access is checked against current consent and approval. The public sample simulates matching and runs no face analysis. Real-event recognition quality and the complete signed-in operator journey still need validation; no recognition benchmark is claimed.

The challenge. Recorded statements need exact evidence, not generic transcripts.

Portfolio note. SaaS demo and paid-pilot path; claims-system integrations unfinished.

The challenge. A sermon archive needs durable, cited search instead of one-off transcript uploads.

Portfolio note. Authenticated archive with an AWS S3 Vectors retrieval backend and versioned archive snapshots. The project story describes implementation, not measured customer outcomes.

The challenge. PDF arrangements, handwritten notes and weekly setlists need to stay usable as charts and team plans change.

Portfolio note. Active Build 23 local development, ahead of published source; not an App Store release. The native capture uses a synthetic chart. Real multi-iPad rehearsal and release qualification remain open.

The challenge. Approved photos must be found and reused without losing consent or rights context.

Portfolio note. Single-library managed pilot with recorded Cognito, private S3, search and review checks using QA records. Screens show the actual local application with illustrative photography and fictional policy records, not hospital staff or patient assets. Deployed staff acceptance, customer security, retention and onboarding remain open; no certified HIPAA compliance claim.

The challenge. Copying invoice fields by hand is slow, while OCR alone still needs review.

Portfolio note. Authenticated invoice review and account isolation are implemented. A complete hosted account-to-export run is not yet verified. Individual workspaces with 30-day retention; no team, line-item or accounting-system integrations.

The challenge. A clean transcript should be available without building a pipeline.

Portfolio note. Android client on android-client branch; no app-store release claim.

The challenge. A large health archive needs source passages and taxonomy for exploration.

Portfolio note. Educational archive; retrieval does not validate health claims. Not diagnosis or medical advice.

The challenge. Reading a document may require repeated mouse or keyboard page turns.

Portfolio note. Released build; physical gesture and accessibility validation still needed.

The challenge. Hidden storage needs an understandable, reversible audit before cleanup.

Portfolio note. Evaluation beta; not notarized.

The challenge. Songs and useful listener feedback need a focused publishing home.

Portfolio note. Independent single-songwriter product; no private drafts or multiuser collaboration.

The challenge. Rehearsing in a suitable key and isolating passages should not require a full workstation.

Portfolio note. Local files stay local; remote URLs use a proxy. YouTube watch links unsupported.

The challenge. Album proofing via email and text creates unclear revision requests.

Portfolio note. Public preview with sample studio and client data. Production storage, onboarding and billing remain unfinished; the preview is not a paid studio service.

The challenge. Large image batches need local resizing without a heavy desktop workflow.

Portfolio note. Local processing; images are not uploaded.

The challenge. Tuning acoustic drums without dedicated hardware needs clear pitch feedback.

Portfolio note. Field calibration needed before release-quality accuracy claims.

The challenge. Alternate-tuning support should be accessible and privacy-conscious.

Portfolio note. Browser tuning and the offline Android shell are in the current source. Generated tone fixtures verify the pitch engine; physical guitar and device accuracy are not established by this capture.

The challenge. Capo transposition and playable chord shapes take mental arithmetic.

Portfolio note. Guitar utility demo.

The challenge. Fretboard charts often show notes without teaching interval relationships.

Portfolio note. Learning reference.

The challenge. Camera observations need temporal context before a possible incident goes to review.

Portfolio note. Private engineering prototype; thresholds unvalidated. No deployed alerts or SMS.

The challenge. Browser-based fall indicators need testing against varied movement and camera conditions before they can support safety decisions.

Portfolio note. Research only. Separate from Person Down Core. Camera access starts on request; processing and indicators stay on the device. Reliability gates remain unmet and thresholds are unvalidated. No caregiver notifications, remote alerts, emergency dispatch or validated safety monitoring. The screenshot shows the camera-off interface.

The challenge. Display profile changes should be visible and reversible.

Portfolio note. Prototype; hardware acceptance incomplete, not notarized. Uses credited ArgyllCMS tooling.

The challenge. Flash intensity changes with distance are hard to visualize intuitively.

Portfolio note. Educational simulation, not a calibrated exposure meter; Android refinement ongoing.

The challenge. A proven product needs a safe Kubernetes/GitOps migration path.

Portfolio note. Validated migration target; query and ingest still migrating, frontend bridges V1.

The challenge. AWS state can drift from Terraform and remediation should go through code review.

Portfolio note. Supervised engineering evaluation. The browser uses fixed simulated scenarios; configured CLI and backend paths run Terraform validation. No autonomous drift discovery or infrastructure apply. The capture shows the October 13 development build.

The challenge. Agent workflows need safe inspection before touching production systems.

Portfolio note. Local/demo scaffold; integrations intentionally mocked.

The challenge. Paid lead sources need outcome and ROI evidence beyond CRM activity.

Portfolio note. AWS deployment validated, then torn down to avoid idle cost.