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Hi, I'm Zach

Zachary Bullard

Product Manager, AI Content Platform at BOLD

Product manager building AI-powered platforms that scale globally.

I own a $10M+ AI content platform at BOLD — 20 production APIs serving 35+ resume/cover letter portals across 15+ languages. Most recently I led the AI generation workstream for a ground-up redesign of the resume upload & apply experience on Monster and Zety, architecting 12 net-new AI-first APIs and shipping ahead of schedule. I’m focused on AI-native product surfaces where user context management determines output quality.

Previously led data education programs at TripleTen (Yandex), and spent 10 years teaching English in Russia—experience that informs my user-centered approach to complex product problems. I build systems where none exist, lead through influence, and deliver measurable results in ambiguous environments.

Product Strategy
Prompt Architecture
LLM Evaluation
Python / JS
Experimentation
Russian (C2 fluent)

Skills

Work Experience

1
Product Manager, AI Content Platform
BOLD

Apr 2024 - Present, Remote

Responsibilities:
  • Own AI content platform serving 35+ resume/cover letter portals across 15+ languages: 20 production API products spanning content delivery, enhancement, personalization, and recommendation, generating $10M+ annual revenue with 92% of team’s monthly impact.
  • Led the AI generation workstream for a ground-up redesign of the resume upload & apply experience on Monster and Zety — architected and delivered 12 net-new AI-first APIs ahead of schedule, coordinating across backend, front-end, design, and content teams.
  • Directed platform-wide foundation model migration through structured multi-provider evaluation (OpenAI, Anthropic, Gemini); standardized prompt architecture and reusable prompt library across all teams. Make independent decisions on LLM provider selection, technical architecture, and feature prioritization.
  • Lead shared cross-functional team of 14-15 (engineers, data scientists, content specialists, UX) as primary stakeholder; present product strategy and performance biweekly to CPO and product leadership. Built prompt engineering capability within content team through hands-on training; instituted structured Jira tracking across two teams.
  • Launched resume-to-job-ad tailoring API and job title recommender from 0-to-1; designed prompt architecture framework enabling live variable-based generation and JSON output structures; pioneered migration from static content generation to dynamic, API-driven personalization. Maintain 18-month product vision and autonomous roadmap.
  • Grew platform revenue 2.5x from $4M to $10M+ annually; achieved >3% average conversion lift across experiments, 40% year-over-year reduction in post-release defects through systematic UAT processes.
TripleTen (formerly Yandex.Practicum)

Dec 2020 - Feb 2024, Remote

TripleTen offers online bootcamps in data analysis, data science, QA, and software development.

Product Manager, Data Programs

Apr 2021 - Feb 2024

  • Owned strategy and roadmap for Data Science and Data Analyst bootcamp programs, leading 25-person cross-functional team (content, engineering, student support) serving 1,000+ students annually across English and Russian markets.
  • Reduced drop/refund rate quarter-over-quarter through data-driven interventions: redesigned onboarding experience, implemented early-warning triggers via cohort analysis, and improved pacing based on student feedback loops. Increased program completion rates and lifted NPS by 1.5 points.
  • Launched capstone project redesign and automated project feedback tooling; built internal analytics dashboards and student progress tracking systems. Collaborated with data science team to develop predictive models for student success.
  • Managed program P&L and revenue targets; presented quarterly business reviews to executive leadership. Balanced student experience optimization with business metrics (retention, completion, satisfaction).
  • Pioneered video creation initiative, building team and process to produce 5-minute animated educational videos distilling complex technical concepts, improving student learning outcomes.
Data Programs Content Lead

Dec 2020 - Apr 2021

  • Built and scaled 15-person content team; established English-language style guides, knowledge base systems, and video/design production workflows. Created processes for proactive content monitoring enabling faster curriculum iteration.
2
3
Lead English Instructor
Moscow Lyceum Stupeni

Aug 2015 - Dec 2020, Moscow, Russia

Lyceum Stupeni is a private school (1-11 grade), positioned as an alternative to state schools with a focus on language, science and art programs.

Responsibilities:
  • Designed English curricula for grades 2-11; achieved 100% student pass rate on Cambridge/IELTS/TOEFL exams through systematic curriculum development and individual progress tracking.
  • Built automated systems for debate tournament tabulation, digital teaching materials database, and student performance tracking. Led weekly theater program and annual debate competitions.
English Instructor
The American Home

Aug 2012 - Jul 2015, Vladimir, Russia

The American Home has been providing English courses to people of all ages since 1992.

Responsibilities:
  • Designed/delivered lessons from beginner to advanced levels; organized weekly cultural events and lectures.
  • Authored/edited course books and built automated grade/homework tracking system for 100+ students.
4

Projects

Reimagining Upload & Apply - Monster and Zety

Led the AI generation workstream for a ground-up redesign of the resume upload & apply experience across Monster and Zety. Architected 12 net-new AI-first APIs delivered ahead of schedule, directed platform-wide model migration through structured multi-provider evaluation, and standardized prompt architecture across teams.

case-study ai platform apis
Details
AI Content Platform - Product Area Ownership

Own and scaled a 20-API platform serving 35-40 global portals with $10M+ annual revenue. Designed prompt architecture framework, launched resume personalization and job title recommendation from 0-to-1, established multi-LLM evaluation process. Grew platform revenue 2.5x through systematic experimentation achieving >3% average conversion lift.

case-study ai platform apis
Work Assistant — Personal Chief-of-Staff Agent

Built for myself; packaged as a forkable template. A multi-source agent that collapses duplicated work signals into one prioritized picture — and runs a second pass to find what should be there but isn’t.

case-study ai agent personal
Details
Drop/Refund Reduction - Data Programs

Led data-driven intervention strategy across Data Science/Analyst bootcamps serving 1,000+ students. Redesigned onboarding, implemented predictive early-warning system, improved pacing through cohort analysis. Reduced drop/refund rate QoQ and increased NPS by 1.5 points.

case-study edtech data-analysis
Details
Internal Ranking Platform – Chill Subs

Python pipelines + unified ranking → faster editorial decisions.

case-study data-platform python
Student Reports Pipeline

Automated weekly student reports with privacy-first React dashboard.

data-analysis react python
LLM Chatbot – TripleTen Discord

Llama2 + vectorized knowledge base for real-time student support.

chatbot llm edtech
Content Knowledge Base

Student curriculum review site + environment setup guides.

gatsby react edtech
Personal Homelab

Self-hosting genealogy, photos, Home Assistant on Minisforum MS-01.

hobby homelab self-hosting

Education

Vanderbilt University
2008-2012
Bachelors in Psychology, Bachelors in Russian Language and Culture
GPA: 3.65 out of 4
Publications
Extracurricular Activities
  • Tutoring (physics, calculus, Russian) and developed/led science lab program for students with disabilities.
  • Research: Memory structures in schizophrenia patients (published).
  • Assistant Manager of Building Operations at the Commons Center
  • Volunteered at Vanderbilt University Theatre, Tech Department
  • Hosted a weekly radio program at WRVU

Accomplishments

The Joy of React
Courses by Josh Comeau Jan - Apr 2023

This course is designed to cover web development with React – from the basic nuts and bolts, to creating complex components and custom hooks, to implementing all of this through the NextJS framework.

View Certificate