Anne Shanelle Llamido
AI Product Manager
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