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Daryl Magera.

Automation Analyst · AI Agent Engineer · Founder of Armacore

Web
devdaryl.com
Email
mageradaryl12@gmail.com
Phone
+1 (470) 282-8881
LinkedIn
/in/daryl-magera
GitHub
@TheAmSpeed
X
@devdaryl

Automation Analyst and full-stack engineer with 6+ years shipping production web applications (PHP, JavaScript, TypeScript, React, WordPress) and 2 years building AI agents and automation pipelines. At Redwood Credit Union, building a Retrieval-Augmented Generation (RAG) knowledge agent on Azure AI Foundry over a Confluence knowledge base, an AI incident-report agent, and UiPath robotic process automation (RPA). Founder of Armacore, a production AI agent platform with encrypted memory and real-time voice agents. Former Developer Evangelist at the DFINITY Foundation; first place, Technical Track, DFINITY Hello Self-Writing Internet hackathon (2025).

Experience

Jun 2026 - Present

Automation Analyst

Redwood Credit Union · Napa, CA

  • Design and build an internal AI knowledge agent on Azure AI Foundry using Retrieval-Augmented Generation (RAG) over the credit union's Confluence knowledge base, giving staff cited answers to policy and procedure questions; now in pilot with internal users.
  • Build an AI incident-report agent that guides team members through structured incident intake and drafts reports for review, cutting manual write-up time.
  • Architect the agent to serve both internal and member-facing questions with security trimming, PII redaction, Microsoft Entra ID single sign-on, and role-based access control, keeping member nonpublic personal information (NPI) out of the model by design.
  • Automate back-office workflows with UiPath robotic process automation (RPA), replacing repetitive manual processing for operations teams.
  • Partner with information security, compliance, and operations stakeholders on data handling, audit logging, retrieval evaluation (golden question set plus an acronym glossary layer), and model governance in a regulated financial institution.
Feb 2026 - Present

Founder and Lead Engineer

Armacore (independent venture, armacore.ai) · San Francisco Bay Area, CA

  • Shipped a production AI agent platform (React, TypeScript, Motoko on the Internet Computer) with encrypted long-term memory, intelligent recall, 25+ integrations, scheduled automations, and delivery over web chat, Telegram, Discord, Slack, and voice; 11 production canisters serving live users.
  • Built a real-time voice agent pipeline (Twilio, LiveKit Agents, Deepgram, Claude, Cartesia) with sub-500 ms time to first token, deployed on Kubernetes with live-call listen, whisper, and take-over supervision.
  • Designed a 3-stage deterministic intent router (pattern, keyword TF-IDF, embedding similarity) that resolves roughly 95% of requests without an LLM call, cutting inference cost and latency.
  • Enforced tool-use safety with prompt-level access control plus server-side validation of every tool call, so prompt injection cannot bypass policy; ICRC-3 compliant, verifiable audit log.
Sep 2025 - Apr 2026

Developer Evangelist

DFINITY Foundation · San Francisco, CA

  • Designed and delivered 2 hands-on workshops in which about 30 first-time builders shipped working web apps with Caffeine AI; produced tutorials, AMAs, and live demos for the developer community.
  • Built and launched internal tools and public Caffeine apps (Motoko canisters, TypeScript and React front ends), and designed AI automation and voice-agent reference pipelines (Claude Code, Deepgram, Cartesia).
  • Managed the Discord developer community: triaged product issues to engineering, unblocked builders in 1-on-1 calls, and ran an OpenClaw-powered moderation bot.
  • Built the OpenClaw Sovereign Memory Plugin (end-to-end encrypted AI memory on the Internet Computer using vetKeys); widely adopted in the OpenClaw community and the origin of Armacore.
Dec 2024 - Sep 2025

Senior Full Stack Developer

Global-5 (client: Florida Department of Transportation) · Remote

  • Lead developer on Florida Department of Transportation (FDOT) engagements: custom maps, internal systems, and government-facing web tools in PHP, MySQL, and JavaScript; owned back end, front end, and server administration (Plesk, SiteGround).
  • Interviewed and onboarded new developers and authored technical documentation that standardized knowledge sharing across the team.
Aug 2021 - Dec 2024

Full Stack Developer

Global-5 (client: Florida Department of Transportation) · Orlando, FL

  • Built and maintained the I-4 corridor road-safety alert system: sourced closure data from construction engineers and emailed subscribers detour maps and schedules.
  • Shipped the I-4 Express Lane Trip Planner (vanilla JavaScript, Google Maps API, Bootstrap, Webpack) that helps drivers choose entry and exit points where express-lane exits do not match general-use exits.
  • Delivered custom WordPress themes and plugins (including elcseminole.org) and cross-client HTML email newsletters.
Apr 2021 - Aug 2021

Frontend Developer

Ascend Inbound Marketing · Valdosta, GA

  • Built HubSpot CMS modules in HubL, extended the parent theme, used HubDB for structured content, and converted a custom WordPress (PHP) theme into a HubSpot theme.
Mar 2020 - Apr 2021

Junior Web Developer

Markentum · Daytona Beach, FL

  • Built and maintained WordPress sites for senior-living clients with HTML, CSS, Bootstrap, JavaScript, PHP, and Advanced Custom Fields (ACF) custom post types.

Projects

OpenClaw Sovereign Memory Plugin (2026)
End-to-end encrypted AI memory on the Internet Computer (TypeScript, Motoko, vetKeys). github.com/TheAmSpeed/openclaw-ic-sovereign-persistent-memory
Road Patrol (2025)
Citizen-reporting app for potholes and broken street lights built with Caffeine AI; first place, Technical Track, DFINITY Hello Self-Writing Internet hackathon, San Francisco.
I-4 Express Lane Trip Planner (2022)
Vanilla JavaScript and Google Maps API tool for Florida drivers. github.com/TheAmSpeed/i4-express-lane-trip-planner

Skills

AI and Agents
Large Language Models (LLM), Retrieval-Augmented Generation (RAG), AI agents and orchestration, prompt engineering, Anthropic Claude API, OpenAI GPT, Azure AI Foundry, Azure OpenAI, Model Context Protocol (MCP), hybrid search (BM25 and vector), embeddings, evaluation datasets, guardrails, PII redaction (Microsoft Presidio), Claude Code
Automation and RPA
UiPath, workflow automation, scheduled jobs, webhooks, REST API integrations, business process automation
Voice AI
Twilio Media Streams, LiveKit Agents, Deepgram (speech-to-text), Cartesia and ElevenLabs (text-to-speech), real-time voice agent pipelines, live-call supervision
Languages
JavaScript, TypeScript, Python, PHP, Motoko, SQL, HTML, CSS
Frameworks and CMS
React, Node.js, Vite, WordPress (custom themes, plugins, Advanced Custom Fields), Kirby CMS, HubSpot CMS (HubL, HubDB), Bootstrap
Cloud and Infrastructure
Microsoft Azure (Entra ID, Key Vault, Azure Monitor), Kubernetes, Docker, DigitalOcean, Fly.io, Cloudflare Workers, Nginx, Linux, Internet Computer Protocol (ICP)
Security and Compliance
Role-Based Access Control (RBAC), OAuth 2.0 and OpenID Connect (OIDC), single sign-on (SSO), PII and nonpublic personal information (NPI) handling, Gramm-Leach-Bliley Act (GLBA) data expectations, audit logging, least privilege, prompt-injection testing
Data and Tools
MySQL, Git, GitHub Actions (CI/CD), Composer, npm, Figma, Adobe Illustrator and Photoshop

Education, Certifications and Awards

2019 - 2020
Lambda School (now BloomTech)
Full Stack Web Development program
2023
HubSpot CMS Developer Certification (May 2023)
2025
First Place, Technical Track, DFINITY Hello Self-Writing Internet hackathon, Dogpatch Studios, San Francisco (2025)