AI Engineering Portfolio

Systems Built. Problems Solved.

From LLM orchestration to distributed architectures — production-grade systems designed, built, and deployed.

A curated showcase of open-source projects, AI integrations, and full-stack applications. Each repository represents a real problem solved with clean architecture and modern tooling.

View GitHub Profile Hire Me

Technical Writing

Latest Insights

Deep dives into systems thinking, architecture, and engineering practices.

· 1 min read

MCP at Scale: What Enterprise Teams Need Before Connecting Claude Code to Internal APIs

Most teams using Claude Code and MCP hit predictable infrastructure bottlenecks past 50 users. Here's the three-stage maturity model I've observed across enterprise deployments — and the transition that separates working setups from real platforms.

#mcp#claude code#ai infrastructure
0
0
0
View
· 1 min read

Operant: Structured Databases as the Right Architecture for Operational AI Agents

Operant is a C-suite agentic platform built on Notion LifeOS and OpenClaw. The core insight: operational AI agents need structured database navigation, not document RAG. Here's why that distinction matters for real-world operational effectiveness.

#ai/ml#agents#product
0
0
0
View
· 1 min read

IGS: The Intelligence Gap Nobody Talks About — Feed Curation Over Pipeline Architecture

Everyone talks about AI pipeline architecture. The real work in building IGS was something less glamorous: curation. Here's why the quality of your intelligence feeds determines everything, and how that shaped the entire system design.

#ai/ml#data pipelines#typescript
0
0
0
View
· 1 min read

The TUI That Broke Everything: Building icode's AI Debugging Loop

Building a production-grade TUI in Rust with Rataui is not a smooth ride. Here's how a recursive AI debugging architecture—built from raw telemetry and structured log dumps—changed what AI-augmented development could actually mean.

#rust#ai/ml#engineering culture
0
0
0
View
IP
· 1 min read

Pahalgam 2025: Cultural Trauma, Information Warfare, and the Road to Conflict

Cultural Trauma, Information Warfare, and the Escalating Trajectory Towards Conflict

#geopolitics#india-pakistan#information warfare
0
0
0
View
View All Blog Posts

Services

AI Engineering Expertise

Production-grade services for teams building with AI — from strategy to deployment.

★ FEATURED

Support LifeOS Development

Get early access to LifeOS development builds and support the future of conscious life management. Your contribution funds agent development, database architecture, and the MCP server.

  • lifeos
  • support
  • early access
Free
View

LifeOS Free

Get started with LifeOS basics — 1-2 databases, 1 agent (PM or Journal), limited MCP queries, and a basic Notion template.

  • lifeos
  • free
  • starter
Free
View

MCP Maintenance Retainer

Ongoing health monitoring, API update handling, new tool requests (up to 2/mo), and priority support for your MCP infrastructure.

  • mcp
  • retainer
  • maintenance
$NaN
View
★ FEATURED

Enterprise MCP Integration

Full MCP infrastructure for teams up to 200 users. MySQL bridge, internal API wrapper layer (~3-6 endpoints), auth integration, deployment automation, security docs, 48h handover. ~50-60 hours.

  • mcp
  • enterprise
  • mysql bridge
$NaN
View
★ FEATURED

Standard MCP Deployment

Multi-server MCP configuration for up to 3 integrations. Includes deployment scripts, team-wide config distribution, and documentation. ~20-30 hours.

  • mcp
  • deployment
  • claude code
$NaN
View
★ FEATURED

MCP Audit

One-day remote review of existing MCP/Claude Code setup. Includes written audit report with architecture gaps, security findings, and migration roadmap.

  • mcp
  • claude code
  • audit
$NaN
View
View All Services

Featured Work

Open Source & AI Engineering Projects

Production-grade systems spanning AI integration, agentic frameworks, full-stack applications, and distributed architectures. Each project includes full source code and documentation.

View All on GitHub

Available for Freelance

Let's Build Something Together

I help startups and teams ship AI-powered products, build custom tooling, design system architectures, and integrate LLM capabilities into production workflows.

Start a Project Book a Free Consultation

Cookie Preferences

We use cookies to enhance your experience. By continuing to visit this site you agree to our use of cookies. Learn more