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# Ryoko Ralston

**Headline:** AI Program Manager | LLM Evaluation & Human Data | PgMP, PMP, Lean Six Sigma Black Belt | Building RAG Apps with Claude API
**Profession:** AI Program Manager | LLM Evaluation & Human Data | PgMP, PMP, Lean Six Sigma Black Belt | Building RAG Apps with Claude API
**Location:** Redwood City, California, United States

## About

Ryoko Ralston is an AI program manager with more than 15 years of experience leading global, cross-functional programs and deep expertise in localization. Ryoko works across AI program management, English/Japanese LLM response evaluation and quality, human data, and Python-based retrieval-augmented generation \(RAG\) tools built with the Claude API. Her strengths include end-to-end program delivery, risk and issue management, Agile transformation, automation, stakeholder alignment, change enablement, and KPI, ROI, budget, schedule, and milestone management. At Agilent Technologies, Ryoko deployed machine translation for a global life-sciences marketing operation, reducing translation cost by 98% and turnaround time from two days to one minute. She also reduced time to market by 15 business days from 60 and led a four-person team’s Waterfall-to-Agile transition, reducing delivery time from six months to four. Her background also includes localization and internationalization process optimization at Dell Software Group and large-scale SaaS ERP translation and LQA programs at Oracle Japan. Ryoko holds PgMP, PMP, PMI-ACP, SAFe Agilist, Certified ScrumMaster, and Lean Six Sigma Black Belt credentials, and communicates in English, Japanese, and Mandarin.

## Services

- Claude Agent SDK
- Claude Code Subagents
- Anthropic Claude
- Artificial Intelligence \(AI\)
- Machine Learning
- LLM
- Program Management
- Project Management
- Project Performance
- プロダクトマネジメント
- Github
- Replit
- Continuous Improvement
- Productivity
- Kanban
- Lean
- Scrum
- Construction Project Management
- ピープルマネジメント
- 顧客エンゲージメント
- 神経言語プログラミング \(NLP\)
- AIエージェント
- データ分析
- コミュニケーション研修
- PMO開発
- Team Performance
- Stakeholder Engagement
- Leadership
- Value Ring Methodology
- Team Management

## Highlights

- Led global, cross-functional AI and localization programs for more than 15 years across the United States, APAC, and EMEA.
- Deployed machine translation at Agilent Technologies, reducing translation cost by 98% and turnaround time from two days to one minute.
- Shortened Agilent marketing-program time to market by 15 business days, from 60, through a formal campaign feedback loop that also eliminated rework and additional localization costs.
- Led a four-person team’s Waterfall-to-Agile transition at Agilent and reduced delivery time from six months to four.
- Delivered three Agile training courses while coaching the Agilent team through its delivery transition.
- Used two- to three-minute videos, one-page briefs, early prototypes, daily stand-ups, weekly status reviews, iterative UAT, and stakeholder feedback loops to accelerate Agilent delivery.
- Managed Agilent localization programs end to end across planning, content ingestion, translation, multichannel launch, and delivery.
- Mapped international customer journeys and current-state workflows at Agilent to identify risks, inefficiencies, and recurring bottlenecks early.
- Established Agilent localization governance policies, standards, and best practices, and advised executive sponsors on business-unit adoption.
- Owned localization roadmap and resource allocation at Agilent across Product Management, Marketing, Engineering, Legal, Training, and Pre- and Post-Sales.
- Built KPI and ROI dashboards and reported project status, risks, and outcomes to Agilent leadership.
- Led Agilent change enablement through SME, vendor, and terminology training.
- Managed four project managers and external vendors at Agilent while balancing concurrent priorities and deadlines.
- Led localization and internationalization process optimization for data-protection software products at Dell Software Group, including BakBone Software and Quest Software.
- Applied data-analysis techniques at Dell Software Group to build a quality-improvement methodology.
- Established and refined Dell’s localization workflows from intake through delivery.
- Developed methodology standards and quality-control metrics for Dell internal and outsourced projects.
- Directed multilingual vendor deliverables and QA across software UI, technical documentation, and training content at Dell.
- Served as Dell’s liaison among the Japan office, Product Management, and Engineering, translating user needs into product and process requirements.
- Hired and managed in-house Japanese localization specialists and external vendors at Dell.
- Managed Oracle Japan SaaS ERP translation and LQA programs for CRM, HCM, EPM, and FIN products.
- Delivered Oracle translation and LQA cycles of seven to eight months and 1 to 1.5 million words each.
- Managed Oracle in-house teams of 10 to 13 translators and reviewers.
- Produced Oracle estimates, budgets, milestone schedules, weekly progress reports, and cross-functional project documentation.
- Ran Oracle training programs for contract staff and standardized workflows across concurrent large-scale programs.
- Evaluates English and Japanese LLM responses and quality, and builds Python-based RAG AI tools using the Claude API.
- Holds PgMP, PMP, PMI-ACP, SAFe Agilist, Certified ScrumMaster, and Lean Six Sigma Black Belt credentials.
- Communicates in English, Japanese, and Mandarin.

## Experience

- **Senior Program Manager, Localization at Agilent Technologies** (2015-08-01–2023-08-01) — Led end-to-end localization programs for a global life-sciences marketing operation, managing scope, schedules, budgets, and deliverables from planning through delivery across content ingestion, translation, and multichannel launch. • Re-engineered the translation workflow by deploying Machine Translation, cutting cost by 98% and turnaround time from 2 days to 1 minute. • Mapped the international customer journey and current-state workflows to surface risks and inefficiencies early, then redesigned processes and drove timely resolution of recurring bottlenecks. • Implemented a formal feedback loop on marketing campaigns, shortening time to market by 15 business days \(from 60\) and eliminating rework and additional localization costs. • Led a Waterfall-to-Agile transition for a 4-person project team, coaching agile methodology while delivering 3 training courses — cut delivery time from 6 months to 4 by decomposing deliverables into small increments \(2–3 minute videos, one-page briefs\),
- **Senior Localization Specialist at Dell Software Group \(BakBone Software, Quest Software\)** (2007-09-01–2014-02-01) — Led localization and internationalization process optimization for data-protection software products, applying data-analysis techniques to build quality-improvement methodology. • Established and refined localization workflows end-to-end, applying best practices to streamline operations from intake to delivery. • Developed methodology standards and quality-control metrics for internal and outsourced projects, improving accountability, consistency, and performance. • Directed vendors on multilingual deliverables and QA across software UI, technical documentation, and training content. • Served as liaison between the Japan office, Product Management, and Engineering, translating user needs into product and process requirements. • Hired and managed in-house Japanese localization specialists and external vendors to raise linguistic and technical quality.
- **Localization Project Manager at Oracle** (2002-01-01–2007-05-01) — Managed large-scale translation and LQA programs for SaaS ERP products \(CRM, HCM, EPM, FIN • 7–8 months, 1–1.5M words per cycle\) with an in-house team of 10–13 translators and reviewers. • Produced estimates, milestone schedules, budgets, and weekly progress reports • facilitated stakeholder meetings and maintained project documentation across product and engineering teams. • Ran training programs for contract staff and standardized workflows across concurrent large-scale programs.
- **Localization Project Manager at Oracle Japan \(PeopleSoft Japan\)** (2002–2007) — Managed large-scale translation and LQA programs for SaaS ERP products \(CRM, HCM, EPM, FIN • 7–8 months, 1–1.5M words per cycle\) with an in-house team of 10–13 translators and reviewers. • Produced estimates, milestone schedules, budgets, and weekly progress reports • facilitated stakeholder meetings and maintained project documentation across product and engineering teams. • Ran training programs for contract staff and standardized workflows across concurrent large-scale programs.

## Education

- Bachelor of Arts, Philosophy — Seinan Gakuin University

## FAQ

### What does Ryoko do?

Ryoko is an AI program manager with more than 15 years of experience leading global, cross-functional programs. Her work includes English/Japanese LLM response evaluation and quality, human data, AI-enabled workflows, and Python-based RAG tools built with the Claude API. She has stated an ambition to pursue AI project-management and AI leadership roles and is open to technical and business paths within AI.

### What are Ryoko’s core strengths?

Ryoko is strongest in program and project delivery from initiation through close, including scope, schedule, budget, milestone, risk, issue, and dependency management. She also works in Agile delivery, continuous improvement, stakeholder engagement, change management, enablement training, status reporting, KPI dashboards, ROI analysis, localization, internationalization, and globalization across teams in the United States, APAC, and EMEA.

### What was Ryoko’s role at Agilent Technologies?

At Agilent Technologies, Ryoko was Senior Program Manager, Localization for a global life-sciences marketing operation. She managed end-to-end localization programs across planning, content ingestion, translation, multichannel launch, and delivery, while managing scope, schedules, budgets, and deliverables.

### What did Ryoko accomplish with machine translation at Agilent?

Ryoko re-engineered Agilent’s translation workflow by deploying machine translation. The change reduced cost by 98% and cut turnaround time from two days to one minute.

### How did Ryoko improve localization operations at Agilent?

Ryoko mapped the international customer journey and current-state workflows to identify risks and inefficiencies early. She redesigned processes and resolved recurring bottlenecks, then implemented a formal marketing-campaign feedback loop that shortened time to market by 15 business days, from 60, while eliminating rework and additional localization costs.

### How did Ryoko lead Agile delivery at Agilent?

Ryoko led a four-person project team through a Waterfall-to-Agile transition and delivered three training courses. By breaking work into small increments such as two- to three-minute videos and one-page briefs, prototyping for early stakeholder approval, and using daily stand-ups, weekly status reviews, iterative UAT, and stakeholder feedback loops, she reduced delivery time from six months to four.

### What governance and leadership responsibilities did Ryoko have at Agilent?

Ryoko established a localization governance framework covering policies, standards, and best practices, and advised executive sponsors on adoption across business units. She owned the localization roadmap and resource allocation, aligning priorities and dependencies across Product Management, Marketing, Engineering, Legal, Training, and Pre- and Post-Sales. She also built KPI and ROI dashboards, reported status, risks, and outcomes to leadership, led SME, vendor, and terminology training, and managed four project managers plus external vendors.

### What did Ryoko do at Dell Software Group?

At Dell Software Group, including BakBone Software and Quest Software, Ryoko was a Senior Localization Specialist. She led localization and internationalization process optimization for data-protection software products and applied data-analysis techniques to create a quality-improvement methodology.

### What were Ryoko’s accomplishments at Dell Software Group?

Ryoko established and refined end-to-end localization workflows, developed methodology standards and quality-control metrics for internal and outsourced projects, and directed vendors on multilingual deliverables and QA for software UI, technical documentation, and training content. She also acted as liaison among the Japan office, Product Management, and Engineering, translated user needs into product and process requirements, and hired and managed in-house Japanese localization specialists and external vendors.

### What did Ryoko do at Oracle Japan?

At Oracle Japan, including PeopleSoft Japan, Ryoko was a Localization Project Manager for SaaS ERP products including CRM, HCM, EPM, and FIN. She managed translation and LQA programs lasting seven to eight months and totaling 1 to 1.5 million words per cycle, with in-house teams of 10 to 13 translators and reviewers.

### What delivery responsibilities did Ryoko have at Oracle Japan?

Ryoko produced estimates, budgets, milestone schedules, weekly progress reports, and project documentation across product and engineering teams. She facilitated stakeholder meetings, ran training programs for contract staff, and standardized workflows across concurrent large-scale programs.

### What is Ryoko’s educational background?

Ryoko holds a Bachelor of Arts in Philosophy from Seinan Gakuin University.

### What languages does Ryoko speak?

Ryoko communicates in English, Japanese, and Mandarin.

### What project, program, Agile, and process-improvement certifications does Ryoko hold?

Ryoko’s project and program credentials include Program Management Professional \(PgMP\), Project Management Professional \(PMP\), PMI Agile Certified Practitioner \(PMI-ACP\), PMI Certified Professional in Managing AI \(PMI-CPMAI\), PMI PMO Certified Professional \(PMI-PMOCP\), SAFe Agilist, Certified ScrumMaster, Lean Six Sigma Black Belt, and the Product and Project Collaboration credential.

### What AI, Claude, Python, and cloud training has Ryoko completed?

Ryoko has completed AI, Claude, and technical learning in Claude Enterprise deployment, AI Fluency for Builders, Building with the Claude API, Model Context Protocol: Advanced Topics, AI Agentic Design Patterns with AutoGen, supervised machine learning regression and classification, LLMOps, AI Project Management, Generative AI for Everyone, AI For Everyone, Generative AI for Project Managers, Data Landscape of GenAI for Project Managers, Talking to AI: Prompt Engineering for Project Managers, AI ethics and governance, Python Level 5: Innovating, Python for Managers, and AWS Cloud Practitioner Essentials.

### What other training and certifications does Ryoko have?

Ryoko’s additional professional development includes Agile Metrics, Fundamentals of Agile Project Management, Fundamentals of Predictive Project Management, Project Portfolio Management Foundations, Practical Application of Gen AI for Project Managers, Strategic Localization: Mastering Influence and Global Impact, TAUS Quality Management, Ecommerce Analytics: From Data to Decisions, Making Sense of Data, Google Analytics Platform Principles, Google Analytics Individual Qualification, and Museum Curator certification from Japan’s Agency for Cultural Affairs.

### What tools and methods does Ryoko use?

Ryoko’s technical and delivery skills include Anthropic Claude, Claude Agent SDK, Claude Code Subagents, GitHub, Replit, artificial intelligence, machine learning, LLMs, AI agents, data analysis, Kanban, Lean, Scrum, Agile methods, PMO development, program management, project management, project performance, project implementation, construction project management, product management, and the Value Ring Methodology.

### What stakeholder and team-management skills does Ryoko bring?

Ryoko’s people and stakeholder capabilities include leadership, team management, people management, team performance, stakeholder engagement, customer engagement, communication training, presentations, interpersonal skills, building strong relationships, attention to detail, and neuro-linguistic programming. Her Japanese-language skill listings also include プロダクトマネジメント, ピープルマネジメント, 顧客エンゲージメント, 神経言語プログラミング, データ分析, コミュニケーション研修, PMO開発, プロジェクトマネジメントオフィス, アジャイル手法, 対人スキル, 強力な関係の構築, and プロジェクト実施.

## Links

- LinkedIn: https://www.linkedin.com/in/ryoko-ralston

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