Anne Shanelle Llamido

AI Product Manager

Anne Shanelle Llamido
Potsdam, Germany • shanllamido.work@gmail.com • +49 157 5585 2376 • shanllamido.de • linkedin.com/in/shansoriano

Work authorisation: permitted to work in Germany — no visa sponsorship required.

Professional Summary

Product Manager for AI products, with a nine-year track record across product and operations leadership. Since 2023 focused on AI — LLM-assisted tools, autonomous agents, and workflow automation: running discovery, owning the roadmap, and driving delivery with engineering and design. Technical enough to prototype in Python and pressure-test what's feasible with today's models. Former COO, so I hold the business case alongside the backlog. English native; German B1.

Professional Experience

AI Product Manager

Jan 2023 — Present

Independent Contractor • Remote

Clients: HR.com, Advanced Human Technologies, Ironbridge AI Advisory

  • Own the product roadmap for AI agents and workflow automations delivered to client businesses as part of a fractional Chief AI Officer service.
  • Translate client business goals into product requirements, then partner with engineering and design to ship agent and automation features.
  • Define success metrics and acceptance criteria for agent output quality, including human-in-the-loop review before automations act.
  • Advise client leadership on AI product strategy, build-vs-buy, and where automation removes the most operational friction.
  • Ran end-to-end delivery of AI and research-driven initiatives across distributed technical teams, turning business requirements into prioritised backlogs.
  • Replaced scattered process with structured Notion and Slack workflows, reducing operational costs by roughly 25%.

Chief Operating Officer

Sep 2019 — Nov 2022

Authority Titans • Remote

  • Ran day-to-day operations across sales, fulfilment and client success as the company scaled.
  • Built the operating stack from scratch — Jira, CRM, SPSS-backed research ops — and the processes around it.
  • Led cross-functional teams and drove performance through workflow redesign and early automation.

Operations Trainer

Feb 2017 — Feb 2019

Sykes • Cebu City, Philippines

  • Designed and delivered training programmes tied to operational KPIs, improving ramp time and team performance.
  • Partnered with management to measure training effectiveness and iterate on curriculum.

Selected AI Projects

Side projects I scoped, designed and shipped end-to-end — how I keep my product judgement close to what's actually buildable with current models. Write-ups at shanllamido.de.

Inbox Triage Agent — classifies inbound support and research email by intent, routes each to the right queue, and drafts a first response for a human to approve.
Meeting-to-Roadmap Agent — turns a raw meeting transcript into a structured product brief: decisions, open questions and roadmap changes, ready to share.
Survey Insights Agent — auto-codes open-ended survey responses into themes so qualitative research doesn't get shelved for lack of time.
Client Doc Sync Agent — watches a single source-of-truth document and keeps every downstream client-facing file in sync.

Skills

AI Product
LLM application design Agent & workflow design Microsoft Copilot Studio Prompt & evaluation design Human-in-the-loop review RAG vs. fine-tuning trade-offs Output-quality metrics
Product
Discovery Roadmapping Requirement definition Agile / Scrum Stakeholder management A/B testing Data-informed prioritisation
Technical
Python (prototyping) SQL (Supabase) n8n API integration SPSS Basic data analysis
Tools
Jira Confluence Figma Asana ClickUp Notion

Languages

English Native
German B1 — intermediate / working proficiency
Filipino Native

Education

Bachelor of Arts in Psychology

2012 — 2017

University of the Philippines Cebu, Cebu City

Focus: industrial/organisational psychology, psychological measurement, training design, research methods and statistics. Recognised in Germany — University of the Philippines listed H+ in the anabin database.

Exchange Semester — Faculty of Education (English Education)

2014 — 2015

Kansai University of International Studies, Miki, Japan

Competitive exchange placement from the University of the Philippines.

Advanced Diploma & Diploma of Leadership and Management

2020 — 2021

BSB61015 & BSB51918 · Imagine Education Australia (RTO 31302), Southport QLD

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