TP

Tanakit Phentun (Tony)

Available to hire

I build exactly what you're describing — n8n-based AI automation pipelines that connect multiple data sources, apply LLM analysis, and deliver actionable operational reporting.

About

I build exactly what you’re describing — n8n-based AI automation pipelines that connect multiple data sources, apply LLM analysis, and deliver actionable operational reporting. I’ve done this end-to-end for real business clients: requirements gathering, data pipeline design, AI analysis layer, dashboard delivery, documentation, and handover training. I work fast, I deliver clean systems, and I provide ongoing support post-launch. The Apollo brief maps directly to my core skillset.

RELEVANT SKILLS FOR THIS PROJECT n8n (primary): Production n8n workflow development — REST API integrations, data pipelines, multi-step LLM reasoning, Slack/email notifications, scheduled automations, error handling LLM & AI Analysis: OpenAI GPT-4, Anthropic Claude — AI-powered data summarisation, trend analysis, feedback classification, exception detection and alerting REST API Integration: Connected POS systems, third-party SaaS platforms, and internal data sources via REST APIs and webhooks — including Slack, email (Outlook/Gmail), and messaging platforms Data Pipelines & Reporting: Automated data collection, transformation, aggregation, and structured reporting — daily operational briefings, KPI dashboards, anomaly alerts Database & Storage: PostgreSQL, Airtable-compatible data structures — structured storage for operational metrics, guest data, and trend tracking Dashboards: React.js/Next.js operational dashboards with real-time data — revenue tracking, booking pacing, labour metrics visualisation Documentation & Handover: Complete technical documentation and training for internal teams — credential management, system monitoring, troubleshooting guides

  • 1 year's experience
  • Joined March 2026

Industry experience

  • Software & Internet
  • Travel & Hospitality
  • Professional Services

Work experience

AI Engineer · AvalantMar 2025 – Dec 2025 · 10 mos

Built production AI automation systems on Automation-X platform — LLM-powered workflows, multi-channel integrations (Slack, Outlook, LINE, Facebook Messenger), automated reporting pipelines, and exception alerting systems. Engineered analytics backend: real-time success/failure tracking, performance metrics, LLM usage monitoring — data-driven operational visibility for stakeholders. Built production intelligent chatbot with AI-powered guest query analysis — LLM feedback classification, trend detection, and automated escalation for flagged issues.

System Analyst · Bank of ThailandAug 2024 – Feb 2025 · 7 mos

Automated reporting pipelines and KPI dashboards for Thailand's Central Bank — structured data aggregation, operational visibility, and executive-level reporting. Demonstrated reliability in high-stakes data environments.

AI Workflow Developer · Self-employedJan 2024 – Jan 2025 · 1 yr 1 mo

Delivered multiple n8n-based AI automation projects end-to-end for business clients — scoped requirements, designed data pipelines, built LLM analysis layer, tested, delivered, and provided 3-month post-launch maintenance and support. Trained clients on system usage, API credential management, and operational monitoring — non-technical stakeholders able to use and maintain systems independently after handover. Rapid iteration based on client feedback — structured test plans, revision cycles, and quality checks before final delivery.

Education

Bachelor of Engineering, Computer Engineering · Chulalongkorn University2020 – 2024

Certifications and awards

Microsoft Certified: Azure AI Engineer Associate (AI-102)2030 – 2026

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