Work

Production AI automation — customer response, knowledge systems, local-first inference, and content pipelines for small businesses and agencies.

Featured projects

Live products and client-facing automation systems

ChatIQ
Unified communications platform for schools, hospitality, clinics, and SMBs — LINE, WhatsApp, Instagram, Facebook Messenger, and web chat in one inbox with AI-powered replies, booking flows, and human takeover.

• Multi-channel inbox with full conversation context

• Knowledge-based AI replies from your SOPs and docs

• Real-time multilingual support

• Booking and workflow integrations

• AI + human agent escalation

• Live web demo at hi.chatiq.io/default-bot

Genta
Local-first Mac assistant for private AI — chats and context stay on your machine, with optional cloud when you want it.

• Local model inference via Ollama

• Works offline when the network drops

• Runtime layer for on-premise AI deployments

• Beta program at trygenta.com

Content & video pipelines
Scheduled multimodal content generation and video automation for agencies and content channels

• Orchestration across text, image, and video APIs

• Remotion-based video automation pipelines

• Scheduled publishing and on-demand generation

• Automated websites and content channels

• Client work — details available on request

ChatIQ — technical overview
Architecture and implementation details for the ChatIQ platform on this site

Multi-tenant SaaS with document uploads, pgvector semantic search, team permissions, embeddable widgets, and Stripe subscription billing.

MDXBlog
Developer-friendly blogging platform — this site runs on it

• Next.js and MDX with static site generation

• Content scheduling and metadata support

• GitHub-backed editing workflow

Capabilities

Technologies behind the automation work

Customer response

• LINE, WhatsApp, social DMs

• Unified inbox

• Booking flows

• Human handoff

Knowledge & RAG

• pgvector

• Document ingestion

• Embeddings

• Embedded widgets

Local-first AI

• Ollama

• On-premise inference

• Model routing

• Private deployments

Content automation

• Multimodal APIs

• Remotion video

• Scheduled publishing

• Pipeline orchestration

Have a workflow to automate?

Tell me what's manual today — customer response, knowledge bots, content pipelines, or local AI.