AgileProjections

Product Builds

Prototype, MVP, and production platform work

A portfolio-style view of representative product builds and concepts across multiple industries.

Featured work

Each build combines product direction, design, engineering, delivery, and support in the mix the client needs.

Nonprofit ImpactLive

TrueKarma.org: Production Platform

Nonprofit fundraising, donations, events, partner onboarding, and community impact platform.

Production support and ongoing evolution

82% roadmap coverage

NonprofitFundraisingEventsAWS
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Healthcare AIBuild

Ayushya.ai: AI Healthcare Product Platform

AI-assisted healthcare intake, multilingual patient interaction, doctor portal, and medical center workflow platform.

Product platform build-out in field trials

94% roadmap coverage

HealthcareAIPatient IntakeDoctor Portal
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Healthcare SchedulingBuild

Appointments Platform: Scheduling Platform / Integration

Doctor follow-up scheduling, appointment APIs, patient appointment management, and external integration support.

Integration-ready product capability, ready for adoption

90% roadmap coverage

HealthcareSchedulingAPIs
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Healthcare Workflow & Hospital OperationsBuild

Hospital In-Patient Care & Operations Platform: Healthcare Operations Platform / Hospital Management Product

A comprehensive hospital in-patient management platform supporting the full patient stay—from admission and clinical assessment through nursing workflows, medication, procedures, billing, discharge, and consolidated reporting.

Active Product Build

72% roadmap coverage

HealthcareHospital OperationsIn-Patient CareClinical Workflows
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Real Estate TechBuild

Real Estate Platform: Real Estate Technology MVP

MLS-based property search, AI-assisted property matching, agent/broker workflows, and property scoring concepts.

MVP concept and architecture. Demo completed - ready for next steps.

78% roadmap coverage

Real EstateMLSAI NLP Search
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Fintech ResearchBuild

Finance Research Agent MVP: AI / Fintech MVP

Agentic stock and ETF research, portfolio analysis, bull/bear reasoning, risk scoring, and PDF-style reporting.

MVP and experimentation

61% roadmap coverage

FintechAI AgentsAnalytics
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AI Workflow AutomationBuild

OutReachFlow: AI Workflow Automation Platform

AI-powered campaign workflow studio for transforming ideas, updates, events, blogs, and announcements into reviewed, branded, downloadable campaign assets.

MVP / Active Product Build

90% roadmap coverage

AI WorkflowCampaignsCreative OpsContent Ops
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Case Details

Product build details

A deeper view of the business problem, solution direction, capabilities, and technology path behind each build.

Production Platform

TrueKarma.org

Problem
Nonprofits and community organizers need simple tools to run donations, fundraisers, events, sponsorships, and supply drives.
Solution
A community impact platform supporting fundraising, partner onboarding, events, donation flows, and organizer workflows.
Capabilities Used
Product strategy, UX, full-stack development, AWS deployment, payments, events, partner workflows, production support.
Technology Direction
Web application, cloud hosting, payment workflows, admin tools, event templates.
Status
Production support and ongoing evolution
Tags
NonprofitFundraisingEventsAWS

AI Healthcare Product Platform

Ayushya.ai

Problem
Remote and underserved communities need better multilingual intake, patient interaction, doctor workflow, and healthcare guidance support.
Solution
An AI-assisted platform with patient intake, multilingual voice/text workflows, doctor portal, admin portal, and medical center workflows.
Capabilities Used
AI product design, healthcare workflows, patient UX, doctor portal, architecture, API design, multilingual interaction.
Technology Direction
React/React Native concepts, FastAPI, PostgreSQL, AI models, voice/text workflow, cloud deployment.
Status
Product platform build-out in field trials
Tags
HealthcareAIPatient IntakeDoctor Portal

Scheduling Platform / Integration

Appointments Platform

Problem
Medical centers need appointment scheduling, follow-up management, and integration between clinical workflows and scheduling systems.
Solution
A scheduling platform with appointment APIs, doctor follow-up scheduling, patient appointment records, and dashboard integration.
Capabilities Used
API design, scheduling workflows, system integration, dashboard design, product architecture.
Technology Direction
REST APIs, appointment services, external provider mapping, doctor dashboard integration.
Status
Integration-ready product capability, ready for adoption
Tags
HealthcareSchedulingAPIs

Healthcare Operations Platform / Hospital Management Product

Hospital In-Patient Care & Operations Platform

The Hospital In-Patient Care & Operations Platform manages the complete lifecycle of a patient’s hospital stay, beginning with admission and continuing through clinical assessment, nursing documentation, medication management, procedures, billing, discharge, and consolidated reporting.

It brings doctors, nurses, administrative staff, billing teams, and medical-center leadership into a unified patient-centered workflow, reducing fragmented documentation and making patient-care information easier to access, update, review, and report.

Problem
Hospital in-patient workflows are often spread across paper forms, spreadsheets, disconnected modules, and manually maintained records.
  • Clinicians navigating multiple screens and forms to understand the patient’s current condition
  • Fragmented nursing assessments and risk evaluations
  • Medication, nutrition, intake-output, and clinical score data being maintained separately
  • Billing and doctor charges not remaining synchronized with clinical events
  • Difficulty identifying incomplete documentation
  • Manual and time-consuming discharge-summary preparation
  • Limited leadership visibility into patient flow, bed utilization, documentation status, and operational bottlenecks
Solution
The platform provides a centralized patient-stay workspace that organizes clinical, nursing, administrative, procedure, billing, and discharge workflows around the patient. It supports the complete in-patient journey through structured, role-aware workflows for doctors, nurses, administrators, billing teams, and medical-center leadership.
Core Functional Areas

Admission and Patient Stay Management

  • Patient admission and in-patient encounter creation
  • Admission date and time
  • Medical center, department, and treating doctor
  • Ward, room, and bed assignment
  • Reason for admission
  • Admission diagnosis
  • Patient status
  • Expected discharge date

Clinical Documentation

  • Investigation summaries
  • Laboratory and diagnostic reports
  • Progress notes
  • Clinical observations
  • Diagnosis and treatment updates
  • Procedure-related documentation
  • Patient assessment scores
  • Clinical charts

Nursing Workflows

  • Initial nursing assessment
  • Nursing risk assessment
  • Daily nursing documentation
  • Fall-risk tracking
  • Pressure-injury risk assessment
  • Intake-output monitoring
  • Intravenous line documentation
  • Nutritional assessment
  • Diabetes monitoring
  • Medication-administration-related records

Medication and Treatment Management

  • Daily medication orders
  • Dosage and frequency
  • Route of administration
  • Start and stop dates
  • Medication status
  • Treatment notes
  • IV therapy
  • Nutritional orders
  • Follow-up clinical actions

Procedures and Operating-Theater Details

  • Procedure details
  • Scheduled and completed operations
  • Operating-theater information
  • Surgeon and supporting team
  • Pre-operative notes
  • Post-operative notes
  • Procedure-related charges

Billing and Charges

  • Billing activities
  • Doctor charges
  • Procedure charges
  • Room and bed charges
  • Medication and service charges
  • Charge status
  • Billing review
  • Discharge-related financial clearance

Discharge and Reporting

  • Consolidated patient-stay report
  • Admission details
  • Diagnosis history
  • Investigation summaries
  • Clinical progress notes
  • Nursing assessments
  • Medication history
  • Procedures performed
  • Clinical charts
  • Intake-output records
  • Discharge instructions
  • Follow-up recommendations
  • Billing summary
User Experience Approach
The platform is designed around a patient-stay workspace rather than a long list of disconnected forms.
  • Persistent patient header with critical information
  • Grouped navigation by clinical area
  • Searchable forms and modules
  • Patient-stay timeline
  • Documentation completion indicators
  • Role-based navigation
  • Pinned and recently used forms
  • Incomplete-item alerts
  • Sticky actions for save, review, report, and discharge
  • Responsive layouts for desktop and tablet
User Roles
  • Doctors
  • Nurses
  • Ward administrators
  • Medical-center administrators
  • Billing staff
  • Operating-theater teams
  • Laboratory and investigation teams
  • Quality and audit teams
  • Super administrators
Capabilities Used
  • Healthcare product strategy
  • Hospital workflow analysis
  • UX and navigation redesign
  • Clinical form architecture
  • Role-based access control
  • Patient-stay lifecycle management
  • Nursing workflow design
  • Medication and treatment workflows
  • Billing integration
  • Reporting and document generation
  • Dashboard design
  • Multi-medical-center architecture
  • API and database design
  • Responsive application development
  • Iterative MVP delivery
Technology Direction
React or Next.js frontend, REST APIs or service-based backend architecture, PostgreSQL, role-based authentication and authorization, multi-tenant medical-center architecture, document and report generation, cloud deployment, audit logging, secure patient-data handling, and integration APIs for laboratory, appointments, billing, pharmacy, and external hospital systems.
Status
Active Product Build
Architecture Note
  • Shared multi-tenant deployments for small and medium medical centers
  • Dedicated database or infrastructure deployments for larger hospitals
  • Centralized reporting and analytics for authorized super administrators
  • Strong patient-data isolation and role-based access controls
Business and Operational Value
  • Reduces fragmented documentation
  • Improves access to patient information
  • Standardizes in-patient workflows
  • Improves nursing and clinical coordination
  • Identifies incomplete records earlier
  • Streamlines patient-stay reporting
  • Connects clinical activity with billing
  • Improves discharge readiness
  • Strengthens auditability and accountability
  • Provides leadership with improved operational visibility
Portfolio Summary
A full-lifecycle hospital in-patient management platform that unifies admission, clinical documentation, nursing workflows, medication, procedures, billing, discharge, and consolidated patient-stay reporting in one role-based application.
Tags
HealthcareHospital OperationsIn-Patient CareClinical WorkflowsNursingBillingReporting

Real Estate Technology MVP

Real Estate Platform

Problem
Buyers and agents need smarter natural-language-based property discovery beyond simple filters.
Solution
A platform concept for MLS-based search, AI-assisted property matching, neighborhood intelligence, and property scoring.
Capabilities Used
Product discovery, AI search design, property scoring, UX design, API integration.
Technology Direction
MLS APIs, property database, semantic search, scoring engine, broker/agent workflows.
Status
MVP concept and architecture. Demo completed - ready for next steps.
Tags
Real EstateMLSAI NLP Search

AI / Fintech MVP

Finance Research Agent MVP

Problem
Investors need fast, explainable research across fundamentals, technicals, news, risk, and portfolio context.
Solution
An agentic research MVP that compares securities, evaluates risk, produces bull/bear perspectives, and creates research-style outputs.
Capabilities Used
AI agents, financial analytics, research workflows, dashboard UX, report generation.
Technology Direction
Next.js, FastAPI, PostgreSQL, LangGraph-style orchestration, market data APIs.
Status
MVP and experimentation
Tags
FintechAI AgentsAnalytics

AI Workflow Automation Platform

OutReachFlow — AI-Powered Campaign Workflow Studio

Problem
Marketing, nonprofit, and business teams often struggle to turn ideas, updates, events, fundraisers, blogs, and announcements into structured outreach campaigns. Content creation, approvals, contact targeting, newsletter assembly, creative generation, and downloadable campaign assets are usually scattered across documents, email threads, design tools, and manual workflows.
Solution
OutReachFlow brings campaign planning, AI-assisted content generation, newsletter creation, approval workflows, audience/contact management, creative templates, downloadable creative packages, and short-form video campaign concepts into one structured product workflow. The platform helps teams move from a content idea to reviewed, branded, campaign-ready assets faster and with better operational control.
Capabilities Used
  • Product strategy and MVP definition
  • UX and workflow design
  • AI-assisted content generation
  • Newsletter and campaign workflow design
  • Contact list and audience management
  • Approval workflow and review states
  • Creative package generation
  • Downloadable branded assets
  • Short video creative builder concepts
  • Dashboard and campaign management views
  • Full-stack product build
  • Iterative feature rollout
Technology Direction
Next.js / React frontend, backend APIs, database-backed campaign and contact records, AI content generation workflows, approval-state management, downloadable asset generation, template-based creative layouts, and future-ready analytics integrations.
Status
MVP / Active Product Build
Tags
AI WorkflowCampaignsCreative OpsContent Ops

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