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

Tanakit Phentun (Tony)

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

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. 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

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Language

English
Fluent

Work Experience

AI Workflow Developer at Self-employed
January 1, 2024 - January 1, 2025
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.
AI Engineer at Avalant
March 1, 2025 - December 1, 2025
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 at Bank of Thailand
August 1, 2024 - February 1, 2025
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.

Education

Bachelor of Engineering, Computer Engineering at Chulalongkorn University
January 1, 2020 - January 1, 2024

Qualifications

Microsoft Certified: Azure AI Engineer Associate (AI-102)
January 11, 2030 - March 28, 2026

Industry Experience

Software & Internet, Travel & Hospitality, Professional Services