A fully operational, Telegram-native commerce engine built for an Australian e-commerce client. Customers browse an automated catalogue and complete checkout entirely in-chat.

Under the hood: live FX conversion across currencies, crypto-payment discounting, plus bank-transfer and cash-on-pickup rails, with end-to-end order orchestration. Built on top of a bespoke private CRM/ERP developed from the ground up for the client — unifying customer records, inventory, and order management into one purpose-built system.

An array of custom backend AI automations engineered for businesses across multiple sectors — each built around a specific operational pain rather than a template.

Typical payloads: lead intake and routing, automated follow-up and quoting, document and data processing, and LLM-driven decision steps wired directly into the tools each business already runs. Client identities held confidential.

Full-lifecycle web work across a wide range of sites — designed, built, debugged, and hosted end to end. Public record includes monolithagents.com and mhdevops.org.

Further deployments held confidential under client agreement — ranging from landing pages to interactive, app-grade front-ends.

A full React progressive web app for serious training: a four-phase periodised program, a Mifflin-St Jeor nutrition engine, and logging for workouts, sleep, weight and steps, with streak tracking to hold momentum.

Wired to automatically sync Garmin wearable data through an n8n pipeline, so the numbers flow in without manual entry.

A fully local, three-tier robotics and AI system — no cloud, network-only. A UR10e collaborative arm on a custom-fabricated mobile rig, driven by a local intelligence stack.

Tiers: edge perception on a Jetson Orin, a local LLM / VLA inference workstation, and an always-on automation server running n8n, MQTT and a vector DB. Motion via ROS 2 + MoveIt 2 + ur_rtde; fully local voice (faster-whisper + Piper).

The operating practice for client work: AI voice receptionists, customer-service agents, and n8n workflow systems built for small and medium businesses — the packaged, deployable form of the full capability set.