Andrew Lee

Applied AI Engineer

Engineer. Teacher. Entrepreneur.

Background Highlights

Engineering Leadership, Teaching, and Entrepreneurship

Experience & Track Record

  • LinkedIn, Software Engineer: Worked most recently on core agentic features for LinkedIn Hiring Assistant.
  • Teach For America: Middle School Math Teacher in NYC.
  • The LEAD Program: Founder & Executive Director, built and grew the education non-profit. Initiated exploration for charter school application.
Andrew Lee

Mapping the Role to My Work Experiences

01

The Role

Led hands-on workshops and pair-programming on live work

My Experience

  • Designed and taught LinkedIn’s backend new-hire workshop path across multiple cohorts, earning consistent high marks.
  • As a former teacher, facilitated classrooms and tutored students.

Mapping the Role to My Work Experiences

02

The Role

Identified high-leverage workflows and architected agentic solutions

My Experience

  • Technical leader for LinkedIn Hiring Assistant, turning manual recruiter workflows into a multi-agent system.
  • Designed smart detection for the Screening Agent, improving dialogue flow and completion rates.
  • Created Agentic Activity Log for hiring dashboard.

Mapping the Role to My Work Experiences

03

The Role

Quantified impact and grew accounts

Some Highlights

  • Helped grow AI-enabled contracts from pilots to 200+.
  • Impact: Cut support tickets by 28% for division.
  • Impact: Achieved 99.9% availability for screening and intake flows through observability and regression suites, leading to less customer downtime and fewer engineering on-call hours.

Mapping the Role to My Work Experiences

04

The Role

Onboarded and coached new engineers

My Experience

  • Mentored an intern to an “exceeds” rating and a return offer.
  • Hired, trained, and developed 10+ teaching staff as founder of The LEAD Program.

Mapping the Role to My Work Experiences

05

The Role

Turn field work into scalable playbooks

My Experience

  • For LEAD (non-profit), operationalized best practices, curriculum, and processes to scale from 1 site to many.

Driving enterprise AI adoption

I bring an engineer’s depth in agentic systems and a teacher’s instinct for meeting people where they are. Teams leave with sustained adoption and with measurable gains.