LogicWeave

LogicWeave
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AI AUTOMATION & INFRASTRUCTURE

AI Automation Systems Built for Production

I design and deploy custom AI agents, API integrations, and cloud or on-premises infrastructure that connect your tools, automate manual work, and hold up in production.

  • Custom AI agents and business automation
  • API and internal system integration
  • Cloud and on-premises deployment
  • Post-launch monitoring and support
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SERVICES

What I Build

I design and deploy practical AI and automation systems around your existing tools, data, and infrastructure—from a single integration to a production-ready internal platform.

AI Agents & Automation

  • Custom AI agents for real business processes
  • Automate work across the tools your team already uses
  • Add human review and approval where needed
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API & Systems Integration

  • Connect CRMs, databases, SaaS tools, and internal applications
  • Move and normalize data between systems
  • Build reliable workflows with proper error handling
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Cloud & On-Premises Infrastructure

  • Deploy into cloud, private, or existing environments
  • Monitor failures and improve performance
  • Support post-launch troubleshooting and iteration
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Selected systems & production decisions

Production claims, backed by working evidence

These projects show how I reduce technical risk, build governed system boundaries, and turn expensive or manual workflows into systems I can operate and support.

Deployed production path

A $7K/year access path redesigned around a $38–$45/month AWS estimate

A client was weighing a roughly $7,000-per-year access path. I kept Supabase as the operational source and built a deployed private AWS read projection estimated at $38–$45 per month.

What I owned: the approved data boundary, guarded synchronization, private read layer, bounded tools, authorization checks, and recovery behavior.

$7K/yrQuoted path
$38–$45Monthly AWS estimate
27/27Authorization tests

Production safeguard: a failed snapshot leaves the previously published read layer untouched.

Read the infrastructure case study

Client validation · Enterprise IT support

A two-week validation before a $30K+ production build

I built a five-tool agent workflow so an enterprise Microsoft team could test the difficult path before funding the permanent implementation.

30% of tickets needed follow-up · $30K+ production decision · five bounded tools

Read the validation case study

Internal production system · Developer operations

More than 30 hours a month reclaimed from manual context setup

I replaced a 15–20 minute setup routine with an indexed environment that was ready in about 30 seconds, protected behind Cloudflare Access with no inbound ports.

5–10 context switches per day · 75–150 minutes reclaimed daily · 30+ hours per month estimated

Read the zero-trust field report
What I owned across the work Architecture · APIs and data movement · authentication and access boundaries · deployment and recovery · validation · documentation and handoff

Blogs by logicWeave

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I’m Working On

Practical writing based on client systems, hands-on builds, production incidents, and current technical research.

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STARTER

AI & Automation, Cloud & DevOps

Claude Code Needed a Home. Archon Gave Me a Security Education Instead.

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GROWTH

Machine Learning Mastery

I Thought Claude Skills Were Just Fancy Prompts. They’re Actually Better.

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ENTERPRISE

AI for Business & Marketing

Agent Builder Was Supposed to Make This Easy. It Didn’t.

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WHY WORK WITH ME

Direct Expertise from Scoping to Support

You work directly with me throughout the project. I design the system, build the integrations, deploy it into your environment, and stay involved after launch.

20+ Projects Shipped

Five-star Upwork history and Top Rated Plus status across real automation and AI projects.

Built Around Your Environment

AI agents, APIs, databases, Docker, and cloud or on-premises infrastructure, designed around the tools your team already uses.

Cloud and AI Credentials

AWS Certified AI Practitioner and AWS Certified Cloud Practitioner, with live services deployed on AWS, Azure, and GCP.

Ownership and Support

Full IP transfer on every project, with 30 days of post-launch support included.

AWS Certified AI Practitioner

Issued: March 2025 – Expires: March 2028

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AWS Certified Cloud Practitioner

Issued: February 2025 – Expires: February 2028

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CLIENT REVIEWS

What Clients Say

These are genuine reviews from client projects across workflow automation, AI agents, training, and infrastructure. They are shown anonymously to protect client privacy.

Collin was extremely attentive to what I needed and helped work through the different pieces of software, making sure they were set up. He was capable of solving issues across multiple different automation tools, suggested some that were better for me, and helped work with my current setup. I’m hoping to continue working with Collin to streamline my business and workflows.

Workflow automation client Anonymous client review

Collin went above and beyond what was required for the project and it turned out better than expected!

Custom AI agent client Anonymous client review

Collin gave me and my team an excellent introduction to N8N. We’re excited to continue working with Collin and have already asked him back to take on the next project!

n8n training client Anonymous client review

Collin was great to work with. Help set up the self-host n8n and also gave me some additional workflows to get started. Recommend for sure.

n8n infrastructure client Anonymous client review

I had a great experience working with Collin on my email automation project. He was professional, efficient, and delivered exactly what I needed. His expertise in automation was evident, and he ensured everything worked seamlessly.

Email automation client Anonymous client review

Collin really is incredible. Look at my last review. This guy just built another killer n8n vertical AI SaaS for me that I think has massive B2B potential. I wish I had the money to hire him to just work for me only. Maybe if this app hits I can. But I can tell you he’s gold if you’re looking to build anything AI and automations, n8n, flowise, anything like that.

Vertical AI SaaS client Anonymous client review

Collin is just ridiculously good. Truly spectacular freelancer. He built two AI agents for us that are just awesome. We thought they we’re going to take twice as long and be half as good as what he was able to do. If you need help building AI agents, or anything AI, he gets my absolute top rating. Can’t recommend him highly enough. My goal is to get enough revenue to hire him full time, which should tell you what you need to know.

AI agent development client Anonymous client review

FAQ

Frequently Asked Questions

Clear answers about ownership, existing infrastructure, post-launch support, and how I reduce project risk.

Yes. You receive full ownership of the workflows, agents, documentation, and project-specific code I build for you. Any third-party platforms or software remain subject to their own licenses and terms.

Yes. I design around the tools and environments you already use, including cloud platforms, internal systems, databases, and SaaS applications with accessible APIs. I review the existing setup and technical constraints before finalizing the scope.

Yes. Every project includes 30 days of post-launch support for troubleshooting and reasonable adjustments related to the delivered work. Ongoing monitoring or extended support can be scoped separately when needed.

I define the scope and acceptance criteria before the build, test integrations and failure paths before handoff, and surface technical constraints early. If an issue with the delivered work appears after launch, the included 30-day support window covers troubleshooting.

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START A CONVERSATION

Have an AI or Automation Project in Mind?

Tell me what you want to improve, the systems involved, and what you have already tried. I’ll help you define a practical next step and whether the project needs a focused build, integration work, or infrastructure support.

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