AI & Workflow Automation
Eliminate manual busywork with resilient n8n pipelines, Python/TS workers, and multi-LLM agents.
I design and ship production automations and AI-powered workflows that remove repetitive manual work across sales, marketing, and operations—from pipelines that sync your CRM and project trackers to multi-LLM agents that classify, decide, and act on live business data.
Because I combine workflow orchestration (n8n, Make, Zapier) with custom Python and TypeScript engineering, I don't hit a wall when a no-code node falls short—I write the custom scraper, webhook worker, or full-stack dashboard needed to finish the job cleanly.
Technologies & Platforms
Core tools used across AI & Automation engagements:
Need a custom combination of hardware, web UI, and workflow automation? Every engagement is scoped directly with me.
What I Build & Deliver
06 DELIVERABLESTell me which manual workflow or operational bottleneck you want off your plate.
Production Workflow Orchestration
End-to-end n8n workflows paired with custom Python and TypeScript workers (plus Make or Zapier where appropriate) that connect your stack and eliminate manual data entry.
Multi-LLM AI Agents & Chatbots
Conversational and background agents built on Claude, GPT-4, and Gemini with structured tool-calling, prompt guardrails, and direct integration into your live workflows.
CRM, Lead Gen & Scraping Pipelines
Resilient web scrapers, data enrichment flows, and two-way sync across HubSpot, ClickUp, Gmail, and Google Sheets that feed clean, qualified leads directly to your team.
Operational & BI Dashboards
Custom web dashboards and automated reporting pipelines that aggregate multi-source KPIs, track webhook throughput, and surface workflow health in real time.
QA, Observability & Error Recovery
Dead-letter queues, retry logic, payload validation, and instant failure alerts so your automations keep running reliably when third-party APIs hiccup.
AI-Accelerated Full-Stack Tools
Internal portals, admin tools, and web apps built rapidly with Claude Code, Codex, and Cursor—then hardened, tested, and documented for your team.
Execution Process
03 STAGESHow we move from initial problem discovery to a tested, documented system in production.
01
Audit & Map the Workflow
I trace how the process runs today, identify failure points and manual bottlenecks, and define clear inputs, outputs, and ROI before touching a workflow canvas.
02
Build with Guardrails
I implement the pipeline in modular stages, validate against real production payloads, and place human-in-the-loop review gates wherever mistakes would be costly.
03
Deploy, Monitor & Hand Over
After launch, I monitor live runs, tune edge cases, and deliver clear documentation and team walkthroughs so you own the system with confidence.
Have a manual workflow to automate or a system to ship?
Send over a short note about what your team is running today, where the bottleneck lives, or what hardware/software prototype you need built. I reply directly with a concrete technical approach.
Typical Engagement Scopes
Workflow & CRM Automation
01n8n pipelines, Python/TypeScript scrapers, HubSpot/ClickUp/Sheets sync, and error-handled webhook workers.
Multi-LLM Agents & Internal Tools
02Claude, GPT-4, and Gemini agents with tool-calling, plus custom Next.js operational dashboards.
Embedded, IoT & Vision R&D
03ESP32, Raspberry Pi, and OpenCV prototypes—from schematic & PCB layout to cloud telemetry portals.
Based in Davao Region (UTC+8) · Working asynchronously & live with US and global teams.