Natalie Lam Johnson

About Me

I'm Natalie Lam Johnson. Every algorithm tells a story, and I'm fascinated by how we can harness AI to solve real problems while keeping people at the center. When I'm not building RAG systems or leading USC organizations, you'll find me competing in USC intramural water polo, creating educational AI content, or diving into business case competitions. Check out my latest projects and AI experiments at natalielamjohnson.com/projects!

What are some of your key professional/career interests?

I thrive at the intersection of 'what's technically possible' and 'what moves the needle.' Give me messy data, emerging tech, and a business challenge, and I'll find the patterns that unlock real value—whether in product management, strategy, or technical consulting roles.

What are some of your skills?

Python, C++, JavaScript, R Studio, HTML/CSS, Node.js, Machine Learning, RAG Systems, Data Analysis, Strategic Intelligence, Financial Modeling, Explaining AI in Under 60 Seconds, Vietnamese & ASL, Professional Pool Domination (Water Polo), Lifeguarding with CPR/AED Certification

What are some relevant classes/coursework you have taken?

Artificial Intelligence, Machine Learning Applications, Natural Language Processing, Statistics and Data Science, Python Programming, Discrete Mathematics, Business Analytics, Business Strategy, Organizational Behavior and Leadership, Financial Accounting, Communication Strategy, Ethics in AI, Microeconomics

What are some of your projects or achievements?

Advantest Applied Research Group - SWE AI Systems & Strategic Intelligence Intern
- Engineered automated Python pipeline converting 12,000+ HTML documentation files into GROOT RAG system, improving retrieval accuracy by 54%
- Authored executive-level strategic intelligence reports analyzing LLM market trends and AI value chain opportunities distributed company-wide

AI Interview Bot - Full-Stack RAG Application (JavaScript, Node.js, Gemini API)
- Built production-ready application processing 15+ pages of personal documents into vector embeddings with <500ms response time for real-time interactions
Try it! @ natalielamjohnson.com/interviewMe

DataSC Vice President of Operations - USC's Premier Data Science Club
- Boosted club enrollments by 350% and member retention by 136% through strategic marketing and innovative programming initiatives

USC Student Leadership - Governance Officer & VSA Director of Finance
- Managed $5,000+ budgets for 300-person cultural events while leading advocacy initiatives between student body and program leadership
- Organized Black April cultural event featuring prominent LA Times keynote speaker for entire USC community

Awards & Recognition:
USC Presidential Scholar, National Merit Scholar, Student Athlete Outstanding Award, Gold President’s Volunteer Service Award, Dean's List, 2023 Enterprise Leadership Conference 2nd Place