Portfolio

Applied AI Systems.

A technical portfolio of live applications demonstrating complex state management, API design, and integrated AI orchestration.

Scope

Full-stack builds.

Context

Live deployments complete with their own databases, backend services, and client interfaces.

Agentic InventoryLive Build

Stockpile

The ImpactShip inventory automations safely at scale with budget control built in.

Architectural Approach

Validate every write path
Gate AI actions by rules

Build Notes

Fail-closed outputs, auto-repair, async processing for long jobs.

Next.js (App Router)FastAPIPostgreSQLUpstash RedisPydantic v2 (Strict Validation)

Enterprise Sales AILive Build

Commercial Proposal Engine

The ImpactProduce finance-grade proposals with consistent ROI logic and clean structure.

Architectural Approach

Separate math from drafting
Enforce schema and template

Build Notes

Spend caps, retries, strict parsing for repeatable exports.

Next.js (App Router)FastAPI AsyncPython Gunicorn WorkersPydantic v2Upstash Redis

Risk & Compliance AILive Build

Cognitive Security Engine

The ImpactTurn contracts into clause-level risk signals and edit-ready recommendations.

Architectural Approach

Anchor findings to clauses
Score worst-case exposure

Build Notes

Traceable outputs, safe degradation, throttling for resilience.

Next.js (App Router)FastAPI AsyncPython Gunicorn WorkersPydantic v2Upstash Redis

Energy IntelligenceLive Build

Sentinel

The ImpactGet instant answers from live energy telemetry, ready for action.

Architectural Approach

Convert questions to queries
Return verified aggregates

Build Notes

Aggregates computed server-side, spend controls enforced before runs.

React (Vite)FastAPITimescaleDB (Time-Series)WebSocketsSecure JWT Auth

Legal Tech AILive Build

Blackletter

The ImpactGenerate cited legal memos with traceable source support.

Architectural Approach

Pull primary sources live
Link every claim to authority

Build Notes

Authority separated from analysis for fast review and auditability.

React (Vite)Framer MotionFastAPISpecialized NLP (SpaCy NER)Upstash Redis

MedTech ResearchLive Build

MedIntel

The ImpactProduce structured clinical briefs from live PubMed retrieval.

Architectural Approach

Force structured extraction
Enforce rate and spend caps

Build Notes

SpaCy extraction with deterministic fallback for stable outputs.

React (MUI)FastAPI AsyncSpecialized NLP (SciSpacy)Scikit-Learn

Financial IntelligenceLive Build

Clearworth

The ImpactExecute finance actions from natural language with auditable calculations.

Architectural Approach

Interpret intent into actions
Compute totals deterministically

Build Notes

Anti-loop safeguards and spend caps for predictable automation.

Next.js (App Router)FastAPIOffline-First Storage (Dexie.js)Predictive Analytics (Prophet)

Market IntelligenceLive Build

Highground

The ImpactConvert competitor websites into structured intel your team can use.

Architectural Approach

Extract fields first
Route tasks by complexity

Build Notes

HTML cleaning pre-model, schema-checked output, quota enforcement.

Next.js (App Router)Node.jsHeadless Automation (Puppeteer)Real-Time WebSocketsTanStack Query

EdTech InfrastructureLive Build

Arcadia

The ImpactGenerate lesson plans that follow pedagogy constraints at scale.

Architectural Approach

Apply pedagogy rules upfront
Enforce payload and rate limits

Build Notes

Validation schemas and safety limits for deployment-grade reliability.

Next.js (App Router)ZustandNextAuthFastAPILangChainPostgreSQL (SQLAlchemy)

Identity ArchitectLive Build

Brand Strategy Engine

The ImpactTurn brand inputs into differentiated positioning and usable writing rules.

Architectural Approach

Map competitors and tradeoffs
Output rules as structure

Build Notes

Schema checks and sanitizers keep output consistent across surfaces.

Next.js (App Router)FastAPI AsyncPython Gunicorn WorkersPydantic v2Upstash Redis