Jiwon Lee

Ai Business Consultant Trainee @First AI

Manchester, GB
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WORK HISTORY

Mar 2026 — Present

Ai Business Consultant Trainee @First AI

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Selected for a competitive 6-week AI training and selection program focused on enterprise-level implementation and adoption of generative AI solutions- Developing AI agents using Microsoft Copilot Studio to automate workflows and address specific operational challenges within a business consulting framework- Presenting AI-driven solutions and technical prototypes during internal and external demo days to demonstrate practical business impact and implementation strategies.

EDUCATION

N/A

Cheongju National University of Education

Bachelor of Education - BEd, Elementary education

2024

University of Liverpool

Msc, Data science&AI

ABOUT JIWON LEE

I am an AWS-focused Software Engineer who builds scalable, production-ready serverless systems. I bridge the gap between complex technical execution and commercial growth, drawing on 5+ years of professional experience in public-sector governance and commercial strategy. I specialize in turning ambiguous business requirements into high-integrity, audit-ready data pipelines and AI-driven automation.[Why I’m Different]1. Engineering for Reliability: Beyond writing code, I focus on system integrity—implementing idempotent event handling (DynamoDB conditional writes) and IaC (AWS CDK) to ensure production-grade stability. Commercial Mindset: As a former 850K-selling author and a content strategist, I build systems that drive measurable outcomes, such as 43% reduction in manual review volume or automated revenue tracking. Governance-Led Approach: With experience managing £16.2K budgets and regulatory workflows, I ensure all data flows and infrastructures are documented and traceable for audit scrutiny. Technical Expertise- AWS: Lambda, API Gateway, DynamoDB (Conditional Writes), Cognito, CDK (IaC), CloudWatch - Languages & Tools: Python, SQL, Node.js/Next.js, REST APIs, Webhooks, CI/CD (GitHub Actions)- Specialty: Event-driven architecture, Idempotency, Data Normalization, KYC/AML Workflows UK Right to Work: Graduate Visa + YMS, No sponsorship required

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Jiwon Lee — Ai Business Consultant Trainee at First AI in Manchester, GB | Unifers