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AI Agent Developer: Claude SDK, Multi-Agent Orchestration, Production Systems. 363K+ LOC, 918x efficiency. Chicago-based

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Ari - AI Agent Developer Portfolio

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πŸ‘‹ About Me

AI Agent Developer with hands-on experience across construction, energy consulting, and manufacturing. I don't just build prototypesβ€”I ship production systems that generate revenue and solve real operational problems.

Current Focus:

  • Claude Agent SDK & Multi-Agent Orchestration
  • MCP Server Development
  • Production AI Systems with Measurable Business Impact

πŸ“Š Portfolio Metrics

Metric Value
Production Code 385,000+ lines
Production Systems 5 deployed
Git Commits 200+
AI Tools Built 15+ specialized agents
Monthly Recurring Revenue $500
Revenue Pipeline $2,145+
Cost Efficiency 918x
Development Value $458,900 in 65 days

Last updated: February 2026

πŸš€ Featured Projects

EV_LV Grant Intelligence Platform

Status: 🟒 Production | Revenue Generating:

Production AI system for EV charging grant research serving Law Ventures LTD - a ComEd-certified EV charging and energy efficiency contractor in Chicago. Features AVA conversational agent with 12 specialized tools covering grant eligibility (200K+ programs indexed), NEVI compliance verification, and automated funding calculations.

Tech Stack: Claude API, Node.js, TypeScript, Railway, PostgreSQL, n8n, WebSocket

Impact:

  • Reduced grant research time: 40 hours β†’ 15 minutes
  • Increased program identification: 3-5 β†’ 20+ grants per query
  • Client ROI: 10x cost savings vs manual research

View Architecture | See Code Patterns


ADEV Agent Orchestration Dashboard

Status: 🟒 Production

Real-time multi-agent orchestration platform managing 15+ specialized subagents including: grant researcher, compliance expert, form filler, agent developer, workflow builder, documentation writer, autonomous executor, session manager, streak tracker, roadmap coordinator, and more.

Tech Stack: Claude Agent SDK, FastAPI, Python, MCP Servers, WebSocket, HTTPS/TLS

Features:

  • WebSocket streaming for real-time updates
  • API key authentication
  • Secure HTTPS deployment
  • 6-module Claude Agent SDK tutorial progression

View Architecture | See Code Examples


AI Agent SaaS Platform

Status: 🟑 95% Complete | Launch: January 2026

Consumer-facing SaaS application for AI agent services with React frontend, FastAPI backend, and 4-tier pricing model (Free/$99/$499/Enterprise).

Tech Stack: React, Vite, FastAPI, JWT Authentication, Stripe, PostgreSQL

Features:

  • 7 React components (4,339 lines)
  • 8+ FastAPI endpoints
  • Full SEO implementation
  • Beta feedback collection system

View Architecture


Maine Scientific Compliance Platform

Status: 🟑 MVP Ready | Client: Maine Scientific

FDA/GMP/HACCP compliance assistant for Maine Scientific - a GMP consultation and formulation services company. Local Ollama deployment ensures complete data privacy with zero API costs.

Tech Stack: Ollama, PowerShell, Python, PostgreSQL, 21 CFR, HACCP

Features:

  • Local AI model (994MB, privacy-first)
  • PowerShell automation module
  • 25-table compliance database
  • FDA recall searches & 21 CFR lookups

View Architecture | See PowerShell Patterns


πŸ› οΈ Open Source: CLAUDE.md Optimization Guide

I created a comprehensive guide for optimizing Claude Code's CLAUDE.md configuration file based on Anthropic's best practices.

CLAUDE.md Optimization Results

Results

╔═══════════════════╦═══════════════════╦═══════════════════╦═══════════════════╗
β•‘       71%         β•‘       168         β•‘        4          β•‘     ~3,100        β•‘
β•‘   Size Reduction  β•‘   New Line Count  β•‘   Modular Rules   β•‘   Tokens Saved    β•‘
β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•©β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•©β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•©β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•
Metric Before After
Total Lines 586 lines 168 lines
Estimated Tokens ~4,500 ~1,400
Modular Rules 0 files 4 files

Resources

Resource Description
Optimization Guide Step-by-step guide to reduce token usage
Modular Rules Templates Reusable .claude/rules/ examples
Visual Report Interactive before/after comparison

Key Takeaways

  • Keep CLAUDE.md under ~200 lines (~2,000 tokens)
  • Use .claude/rules/ for modular, topic-specific instructions
  • Move documentation to docs/, not inline
  • Use @path imports to reference external files

πŸ’» Technical Skills

AI & Machine Learning

  • Agent Frameworks: Claude Agent SDK, Claude Code, MCP Server Development
  • APIs: Anthropic API, Ollama (local models)
  • Techniques: RAG Systems, Vector Embeddings, Prompt Engineering, Multi-Agent Orchestration

Backend Development

  • Languages: Python, TypeScript, JavaScript, Node.js
  • Frameworks: FastAPI, Express
  • Real-time: WebSocket, Server-Sent Events
  • Databases: PostgreSQL, SQLite, Supabase

Infrastructure & DevOps

  • Deployment: Railway, Docker
  • CI/CD: GitHub Actions, Railway Auto-Deploy
  • Security: HTTPS/TLS, API Key Auth, JWT
  • Monitoring: Health checks, logging, alerts

Automation & Integration

  • Workflow: n8n Cloud, PowerShell scripting
  • Integration: Slack, Airtable, Webhooks
  • APIs: RESTful design, OpenAPI/Swagger

Frontend

  • React, Vite, HTML5/CSS3, Responsive Design, Dashboard UI/UX

πŸŽ“ Domain Expertise

  • Energy Sector: ComEd certified, NEVI/CFI grants, EV charging infrastructure, energy auditing
  • Regulatory Compliance: FDA (21 CFR), GMP, HACCP, OSHA safety standards
  • Grant Programs: Federal grants (Grants.gov), state energy programs, utility incentives
  • Event Production: Large-scale event management, vendor coordination, SOP development

πŸ“‚ Repository Structure

β”œβ”€β”€ docs/                    # Resume, CV, credentials
β”œβ”€β”€ projects/                # Project architecture & documentation
β”‚   β”œβ”€β”€ evlv-grant-platform/
β”‚   β”œβ”€β”€ adev-dashboard/
β”‚   β”œβ”€β”€ consumer-saas/
β”‚   └── maine-scientific-compliance/
β”œβ”€β”€ code-samples/            # Sanitized code examples
β”‚   β”œβ”€β”€ claude-agent-sdk/
β”‚   β”œβ”€β”€ fastapi-patterns/
β”‚   └── automation/
β”œβ”€β”€ marketing/               # Outreach resources & templates
β”‚   β”œβ”€β”€ LINKEDIN_UPDATE.md
β”‚   β”œβ”€β”€ COMMUNITY_ENGAGEMENT_SYSTEM.md
β”‚   β”œβ”€β”€ READY_TO_POST.md
β”‚   └── GITHUB_PORTFOLIO_STRATEGY.md
β”œβ”€β”€ tutorials/               # Technical guides
└── assets/                  # Diagrams, screenshots

πŸ“„ Professional Documents

Resume and CV available upon request

🎨 Portfolio Showcases

Interactive Presentations:

  • SDK & MCP Workflows Portfolio - Technical deep dive: Claude Agent SDK examples, MCP server development, workflow automation (with ASCII architecture diagrams)
  • Terminal Portfolio - Hacker-style terminal interface showcasing the journey from electrical systems to AI systems

πŸŽ–οΈ Certifications

  • ComEd Energy Efficiency Program - Certified
  • OSHA Safety Standards - Certified

πŸ’Ό Business Impact & Results

Beyond writing code, I deliver measurable business outcomes:

Metric Achievement
Efficiency Gains Reduced grant research from 40 hours β†’ 15 minutes (160x improvement)
Revenue Generation $500/month recurring revenue from production systems
Process Automation Eliminated 100+ hours/month of manual workflows
Client ROI 10x cost savings vs manual operations
System Reliability 99.8% uptime on production deployments
Grant Discovery Increased program identification from 3-5 β†’ 20+ per query

Multi-Agent Orchestration

Built production systems coordinating multiple specialized AI agents:

  • 15+ Specialized Subagents: Grant research, compliance verification, form filling, agent development, workflow automation, documentation, autonomous execution, session bookmarking, version management, streak tracking, roadmap coordination
  • Intelligent Routing: Claude-powered task analysis and agent selection
  • Real-time Updates: WebSocket streaming for live user feedback
  • Auto Claude Integration: Automated workflows with n8n, Slack webhooks, and scheduled tasks

πŸ”¬ AI/ML Research & Passion Projects

Beyond client work, I actively explore cutting-edge AI technologies:

  • OpenVINO Development - Intel's open-source AI inference optimization toolkit for edge deployment and model optimization
  • VCV Rack + AI Integration - Exploring AI-powered modular synthesis and generative audio using VCV Rack virtual Eurorack platform
  • MCP Server Ecosystem - Building custom Model Context Protocol servers for specialized workflows (PowerShell automation, browser control, grant tracking)
  • Local AI Models - Experimenting with Ollama, local LLM deployment, and privacy-first AI solutions
  • Agent Framework R&D - Continuous exploration of multi-agent patterns, tool orchestration, and autonomous systems

πŸ“ˆ Code Samples

Explore sanitized code examples demonstrating production patterns:

🎯 What Makes Me Different

Blue-Collar Background Meets Cutting-Edge AI

My unconventional path is my competitive advantage. I've operated heavy machinery, conducted energy audits, managed FDA-compliant manufacturing, and coordinated live events. At every job, I identified operational inefficiencies and envisioned technology solutions.

Now I build them.

I understand how businesses actually operateβ€”the permits, the compliance requirements, the stakeholders who need solutions explained without jargon. Combined with deep proficiency in Claude Agent SDK and multi-agent orchestration, I deliver AI solutions that work on day one because they're built by someone who's lived the problems they solve.

  • Location: Chicago, IL 60647
  • LinkedIn: Connect with me
  • GitHub: You're here!

πŸ“ Note on Code Samples

The code samples in this repository are sanitized, generic implementations that demonstrate technical patterns and skills without exposing proprietary client code or intellectual property. They represent the types of systems I build, not exact implementations of client projects.

For live demonstrations or more detailed technical discussions, please contact me directly.


Built with Claude Agent SDK β€’ Deployed on Railway β€’ Powered by Coffee

Available for contract work, consulting, and full-time opportunities

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AI Agent Developer: Claude SDK, Multi-Agent Orchestration, Production Systems. 363K+ LOC, 918x efficiency. Chicago-based

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