Software Engineer & AI Builder

Trent Scott

I build production AI tools — real-time transcription, autonomous agent governance, and immersive data visualization. Full-stack engineer based in Springfield, MO.

Projects

Production tools, open-source frameworks, and experimental builds spanning AI, real-time systems, and enterprise software.

Production SaaS

FormFlow

"The gap between conversation and system of record should be zero."

FormFlow records any conversation — phone calls, Zoom meetings, desk-side chats — and uses AI to extract structured data into form fields in real time. Audio is transcribed via Whisper in small batches; every few seconds, GPT-4 analyzes the rolling transcript against each field's custom extraction prompt. By the time a call ends, the data is already in the system. No plugins, no downloads — just a browser tab.

Real-Time Extraction

Whisper transcribes audio in small batches. GPT-4 matches the rolling transcript against template extraction instructions every few seconds.

30+ Field Types

Input masking for phone numbers, SSNs, dates, currency. Pills, ordered lists, free text — each with custom AI extraction prompts.

Webhook Integration

Fires structured JSON to any endpoint — Salesforce, ServiceNow, Slack, Jira. Custom auth headers, retry logic, SSRF protection built in.

Campaigns

Distribute forms to multiple respondents via secure-token links. Voice mode or traditional entry. Campaign-level analytics and completion tracking.

Voice Mode

AI asks the form questions conversationally. Respondent answers naturally. Structured data extracted automatically from the dialogue.

PDF Export

Multi-page professional reports with cover page, session metadata, organized content per section, and color-coded speaker transcripts.

Use Cases Sales Discovery Insurance Claims Job Interviews Patient Intake Project Planning IT Support
Python Whisper GPT-4 Socket.IO WebSockets OpenAI
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Open Source · Enterprise

ManagerProtocol

Enterprise governance for AI agents

An MCP server that acts as a decision gatekeeper for AI agents. Before an agent edits a file, calls an API, or modifies data, ManagerProtocol evaluates the action against configurable business rules, returns a risk score, and can block the action or require human approval. Published on npm with 170+ built-in rules across 13 domains.

170+ Business Rules
13 Rule Domains
40+ MCP Tools
7 Presets
Rule Domains Security GDPR HIPAA PCI-DSS SOX Architecture Operational CSS Flask Azure ML/AI Storage Testing
TypeScript Node.js MCP Protocol SQLite Zod Vitest
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Featured

More Projects

Open Source

Ollama Chat

Web UI for local AI with 25 built-in tools

Web interface for running local AI models via Ollama. 25 tools including file ops, git, code search, and archives. Smart tool calling, offline-first.

Node.js Ollama Tool Calling
Real-Time

LiveTranslation

Speech translation across 30+ languages

Live speech translation using browser recognition with instant results. Caching for API efficiency and security-first architecture.

Node.js Azure Translator Web Speech API
Automation

Claude Scheduler

Autonomous agent that works while you sleep

systemd service running Claude Code on schedule. Auto-scans projects, picks up approved tasks, executes them. Integrates with Agent Supervisor for governance.

Bash systemd Claude Code
Open Source

Voice Assistant

Wake-word activated AI voice assistant

Python voice assistant with GPT-4 and OpenAI TTS. Wake-word activation, configurable persona, continuous listening with auto-timeout.

Python GPT-4 OpenAI TTS
View on GitHub View Details
Innovation

Claude Code Mobile UI

Mobile Claude Code before it was official

Built a mobile UI overlay for the Claude Code CLI before Anthropic added it to the mobile app. Demonstrated forward-thinking product intuition.

Claude Code CLI Mobile UI Shell
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Case Study

AIFinance

When AI meets deterministic problems

Finance app with AI payoff suggestions. Key insight: finance is rule-based, making deterministic logic more appropriate than AI. A study in knowing when not to use AI.

AI/ML Finance Engine
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Technical Skills

Full-stack capabilities across AI, cloud infrastructure, and real-time systems.

Languages

  • Python
  • TypeScript / JavaScript
  • C#
  • SQL
  • Bash

Frameworks

  • Flask / FastAPI
  • Node.js / Express
  • React
  • Azure Functions

AI / ML

  • OpenAI (GPT-4, Whisper, TTS)
  • Claude / Anthropic API
  • ElevenLabs
  • Ollama / Local Models
  • RAG / Embeddings
  • MCP Protocol

Databases

  • PostgreSQL
  • SQLite
  • Azure Cosmos DB
  • Vector Stores

Cloud & DevOps

  • Azure (Functions, Static Web Apps)
  • Docker
  • GitHub Actions CI/CD
  • Cloudflare
  • systemd Services

Real-Time

  • WebSockets / Socket.IO
  • Server-Sent Events
  • Web Speech API
  • WebGL / Three.js
  • Streaming TTS

About

I build production AI tools — the kind that automate real workflows, not just demos. FormFlow turns any conversation into structured data. ManagerProtocol governs AI agents with 170+ compliance rules. Live Earth visualizes planetary data on an interactive 3D globe.

I founded TrentApps LLC to ship software at the intersection of AI and enterprise needs. My work spans voice interfaces, real-time transcription, agent safety, data visualization, and cloud architecture. I'm drawn to problems where AI can make a measurable difference — and I know when it's better to use deterministic logic instead.

I studied Computer Information Systems at Missouri State University and Ozarks Technical Community College. When I'm not building, I'm probably with my French Bulldog.

Company
TrentApps LLC
Location
Springfield, MO
Education
Missouri State University
Ozarks Technical CC
Focus Areas
AI Agents, Voice UI, Real-Time Systems, Governance

Certifications & Learning

Career Essentials in Generative AI — Microsoft & LinkedIn Dec 2024
Introduction to Artificial Intelligence Dec 2024
Ethics in the Age of Generative AI Nov 2024
Learning the OWASP Top 10 Jun 2023

Get in touch

Open to opportunities, collaborations, and conversations about AI.