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Resume

Janna Wong

Senior AI Automation Engineer · Workflow Orchestration & SaaS Integrations

Professional summary

Senior AI Automation Engineer with 3+ years architecting production-grade workflow automation, agentic AI systems, and multi-platform SaaS integrations for distributed international teams. I design reliable, observable, scalable automation infrastructure that eliminates manual operations, enforces process standardization, and cuts processing time by 50–80% — Order-to-Cash automation, LLM-powered support agents, and event-driven reporting pipelines across Zapier, Make.com, n8n, Airtable, Apps Script, and the OpenAI / Claude APIs. A systems-thinking operator who treats automation as operational infrastructure, with strong opinions on idempotency, reconciliation, retry-safety, and human-in-the-loop overrides.

Core competencies

AI & LLM Engineering
OpenAI API · Claude API · GPT-4 · AI Agents · Agentic Workflows · LLM Integrations · Prompt Engineering · RAG · Vector DBs (pgvector, Pinecone, Weaviate) · LangChain · LlamaIndex · MCP · Voiceflow · Relevance.ai
Automation & Orchestration
n8n · Zapier · Make.com · Power Automate · Zoho Deluge · Google Apps Script · Workflow Orchestration · iPaaS · RPA · ETL/ELT Pipelines · Event-Driven Architecture · Idempotency · Reconciliation · Retry-Safe Workflows
Business Systems
Order-to-Cash (O2C) · Quote-to-Cash · Lead-to-Cash · Business Process Automation · CRM Operations · Operational Reporting · Reconciliation Systems
SaaS Integrations
Airtable · HubSpot · Salesforce · Pipedrive · monday.com · ClickUp · Asana · Notion · Slack/Discord Bots · Stripe · QuickBooks · Xero · Zoho Suite · Google Workspace
Backend & Data
Python · Node.js · TypeScript · JavaScript · Django · FastAPI · PostgreSQL · Supabase · Drizzle ORM · REST APIs · Webhooks · OAuth · API Rate Limiting
Engineering & Ops
Observability · Logging · Monitoring (Sentry) · CI/CD · Serverless (AWS Lambda, Cloud Functions) · Webhook Monitoring · Anomaly Detection · Audit Logging · RBAC
Frontend & Dashboards
React.js · Next.js · Vue.js · TailwindCSS · Material UI · Operational Dashboards · Admin Tooling
Delivery & Documentation
Technical Documentation · Runbooks · SOPs · Stakeholder Enablement · Async Communication · Notion · Figma

Professional experience

Senior Automation Engineer

Jan 2024 – Present

Remote — Australia · company details on request

  • Architected an end-to-end Order-to-Cash (O2C) automation platform across Zapier, Zoho Deluge, Make.com, and Airtable — reduced manual processing time 80% and invoicing delays 50% across the full quote-to-cash lifecycle.
  • Designed and shipped production AI support agents on n8n, Voiceflow, and Relevance.ai (OpenAI GPT) with retry handling, fallback routing, and human-in-the-loop escalation — resolved 70% of repetitive tickets autonomously and 2× improved internal response time.
  • Built an event-driven reporting pipeline (Sheets → Docs → Slides) in Google Apps Script with audit logs and reconciliation checks — eliminated 10–15 hours/week of manual reporting and standardized executive deliverables.
  • Integrated 10+ SaaS platforms via REST APIs, webhooks, and OAuth flows with idempotency keys and anomaly detection — eliminated cross-system data drift and ensured operational continuity at scale.
  • Established an observability and operational governance layer across all automations: centralized webhook monitoring, structured logging, retry queues, and reconciliation dashboards — made every workflow auditable and recoverable.
  • Authored 100% of internal automation documentation, runbooks, and SOPs — cut new-hire onboarding 60% and made the automation portfolio independently maintainable.
  • Led tooling rollout and enablement for non-technical staff — achieved 90%+ active adoption within 2 weeks across operations, finance, and support teams.

Automation Engineer — HR & Operations

Apr 2023 – Mar 2024

Remote — USA · company details on request

  • Designed cross-platform HR and operations automation across Apps Script, Power Automate, Zapier, and Make.com — reduced manual admin work 60% and standardized onboarding, leave, and feedback workflows.
  • Engineered an automated customer-service transcript analysis pipeline (Python + OpenAI) producing qualitative QA reports — became the primary input for agent coaching and service-quality reviews.
  • Integrated the ChatGPT API into internal HR communications — automated policy lookup, employee inquiry triage, and routine response drafting.
  • Built ML-driven HR analytics in Google Colab (Python) — surfaced retention trends, support sentiment, and performance signals for leadership decision-making.
  • Partnered with HR leadership to redesign onboarding and feedback loops as systemized, repeatable processes with clear ownership and audit trails.

Independent Automation & AI Consultant

Jul 2023 – Dec 2023

Remote — US Clients · company details on request

  • Delivered full-stack AI applications end-to-end (React.js, Python, OpenAI API) — owned scoping, architecture, build, and Linode deployment at 99.9% uptime with a measurable engagement lift of 30%.
  • Ran structured agile delivery (Trello + Notion) — cut delivery cycle time 25% through clear sprint cadence, written communication, and async client coordination.
  • Optimized application performance and reduced load times 15% through refactoring, code review, and bottleneck profiling.

Backend Developer Intern

Apr 2022 – May 2022

Remote · company details on request

  • Designed the Django ORM schema and server-side logic powering the application's core data layer.
  • Implemented Swagger API documentation — enabled frontend self-service integration and accelerated team onboarding.

Frontend Developer

Sep 2021 – May 2022

Davao, PH · company details on request

  • Built responsive React.js and Vue.js 3 interfaces (Material UI, Bootstrap) for a campus-wide digital voting platform.
  • Integrated the frontend with REST API backends for real-time results delivery.

Selected systems work

Anonymized case studies from client engagements.

Education

BS Computer Science

Jun 2019 – May 2023

Ateneo de Davao University · Summa Cum Laude

Additional information

Languages
English (fluent) · Filipino (native) · Mandarin (basic)
Leadership
Deputy Director, SAMAHAN-SYSDEV (2022–2023) · Internal Vice President, ACCSS (2020–2023)
Availability
Remote-first · Async-friendly · Comfortable with US / AU / EU time-zone overlap