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Yujia Ji

Yujia Ji

Product Manager

Core Competencies

GenAI Product Strategy

RAG Architectures Agentic Workflows LLM Evaluation Prompt Engineering Human-in-the-Loop

Product Management

PRD & User Stories Roadmap Planning Agile/Scrum (Jira) A/B Testing Data Vis (Tableau)

Technical Foundation

Python (Pandas/NumPy) SQL RESTful API Design Postman / Git

Education

M.S. in Computer Science

Georgia Institute of Technology

Sep 2025 - Present | AI Specialization

Mobile App Development

Cambrian College

2021 - 2022 | GPA: 3.91/4

Interactive Media Mgmt

Sheridan College

2020 - 2021 | Honours

B.A. in Advertising

Shanghai Univ. of Eng. Science

2013 - 2017 | China

About Me

I am a Product Manager with hands-on experience applying GenAI and LLM-based solutions in rule-heavy, high-risk business scenarios. I focus on translating complex business rules into structured workflows and decision-support systems, with a strong emphasis on risk control, compliance, and human-in-the-loop design.

"Specializing in mitigating hallucination risks in policy-critical tasks by architecting RAG + Human-in-the-Loop hybrid models, ensuring high-integrity output for compliance."

Work Experience

AI Solutions Product Manager

Dec 2024 – Present

Chiron Tech Inc., Canada (Remote)

  • AI Strategy & Risk Control: Led build-vs-buy analysis for high-stakes immigration workflows. Mitigated hallucination risks in policy-critical tasks by architecting a RAG + Human-in-the-Loop hybrid model, ensuring high-integrity output for compliance.
  • Product Architecture: Designed a defensible "OCR + Structured Data + LLM" pipeline with strict confidence thresholds. Solved compliance bottlenecks by implementing automated fallback mechanisms that route low-confidence queries to human experts.
  • Impact: Reduced complex clause verification time from 10 mins to 1 min per case, minimizing citation errors through strict context constraints and prompt optimization.

Operations Manager

Oct 2023 – Nov 2024

Time Education, Canada

  • Process Optimization: Redesigned the end-to-end user journey from inquiry to renewal; established standardized SOPs that served as the blueprint for digital transformation.
  • Operational Digitization: Led internal workflow automation initiatives to replace manual tracking, directly driving a 15% increase in client renewal rates through timely expiration alerts.
  • Growth: Orchestrated data-driven user segmentation, achieving a single-month revenue of $70,000 CAD (180% above average).

Technical Information Specialist

Feb 2018 – Feb 2021

Shanghai Yinida Electric Co.

  • Information Architecture: Transformed complex electrical parameters into standardized visual documentation, reducing sales team onboarding time and accelerating client decision-making.
  • Knowledge Management: Designed a modular indexing system for technical assets, improving internal retrieval efficiency by 50%.

Advertising Data Analyst

Dec 2016 – Nov 2017

GroupM (WPP), Shanghai

  • Data & AI Pilot: Managed programmatic buying for L'Oréal (CTR/CPC); conducted A/B tests on AI-generated vs. human creatives to evaluate technical feasibility and ROI.

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