Good day

I'm Taylor J. Ferguson, a Sr Technical Product & Program Manager with 7+ years driving product strategy, cross-functional delivery, and technical execution across fintech, consultancy, and emerging tech — turning ambiguous mandates into shipped outcomes that move business metrics.

Taylor Ferguson profile photo

About me

Primary Toolbox:

  • Product Strategy Focus
  • Product Discovery
  • Roadmapping
  • Pricing & GTM
  • Agile / Scrum
  • Stakeholder Alignment
  • Cross-functional Delivery
  • OKRs & Risk Mitigation
  • Vue / Nuxt
  • Ruby on Rails
  • REST APIs
  • AWS
  • PostgreSQL
Learn more about me

Let's sync up!

Contact

📧 taylorjacobferguson@gmail.com

📍Los Angeles,CA

Social Network

Project Status

Building RevSec AI · Technical PM at OneSynergee

Featured Post

Product Strategy
Market Research
Agile/Scrum
Data Analytics
KPI Optimization
Feature Innovation
API Design
System Integration
Platform Architecture
Performance Metrics
Security & Compliance
Cloud Infrastructure

RevSec AI: Bridging the Gap Between Strategy and Execution

Explore the featured post

Loading weather data...

Picture of mountains in Los Angeles

Backend powered by Ruby on Rails and PostgreSQL

My Professional Journey

Below is a timeline view of my experience as a Sr Technical Product & Program Manager

2025-Present

Technical Product Lead

RevSec AI — Pricing Intelligence & RevOps Platform · Self-employed · Los Angeles, CA (Remote)

Shipped an agentic pricing intelligence platform with 5 integrated product surfaces — pricing strategy engine, benchmark dashboard, plan management, CPQ, and experiment tracking — from 0→1 in 6 months (Nuxt 3, Rails 8, PostgreSQL), compressing what would typically require a cross-functional team of 5+ and a 12-month development cycle into a solo AI-assisted build at a fraction of the cost. Owned every phase from product discovery and Figma design through full-stack development and cloud deployment.

Skills & Technologies

Product StrategyNuxt 3Rails 8AWS BedrockPostgreSQLFigmaRAG PipelinesPythonData WarehousingVector SearchWeb ScrapingCPQPricing StrategyAWS AmplifyKiro CLIRevOpsCompetitive IntelligenceAI/MLFull-stack DevelopmentCloud Architecture +14 more

Key Achievements

  • ▸End-to-End Delivery: Shipped a multi-service SaaS business end-to-end as a solo builder — requirements, Figma design, full-stack development, and AWS deployment — compressing what would typically require a cross-functional team of 5+ and a 12-month development cycle into a 6-month solo AI-assisted build, cutting development and discovery costs by nearly 90%
  • ▸Process Optimization: Engineered a synchronous AI pipeline using Rails service layers and async job orchestration to transform fragmented market research into structured, validated discovery templates via AWS Bedrock prompt chains; reduced end-to-end strategy generation latency ~70% (from ~60s to <20s) through prompt engineering and pipeline restructuring — all agentic features remain strictly scoped to private business data
  • ▸Technical Requirement Definition: Translated complex financial modeling, unit economics, competitive analysis, and success criteria requirements into 60+ actionable technical specs
  • ▸Engineered a Python-based web scraper, data warehouse, and RAG vector search pipeline that automates competitive benchmarking and synthesizes unstructured market data into risk-scored pricing recommendations — LLMs present findings, never decide
  • ▸Development Velocity: Leveraged AWS Kiro CLI for AI-assisted spec-driven development and deployed the full platform on AWS (EC2, RDS PostgreSQL, S3, Bedrock)
  • ▸Launched a fully automated, low-touch cloud business on AWS — the landing page is live in open beta as of March 2026, with hosting, CI/CD, and Bedrock AI capabilities managed entirely through infrastructure-as-code
2025-Present

Technical Product Manager

OneSynergee - Los Angeles, California, United States

Leading technical strategy for an international agri-tech and climate-focused program while elevating agile delivery standards across product engineering pods.

Skills & Technologies

Technical StrategyProgram ManagementMarket ResearchAgile CoachingBacklog ManagementSprint PlanningRoadmappingAsanaProduct DiscoveryCross-functional Leadership +4 more

Key Achievements

  • ▸Shaped technical strategy and delivery standards for an international, agri-tech and climate-focused initiative
  • ▸Building a tokenized marketplace (RWA) for farmers to access new markets and harness the power of a decentralized ledger
  • ▸Implemented structured agile workflows across pods; coached leads on backlog, sprints, roadmaps, and progress tracking (Jira/Asana/GitHub)
  • ▸Translated program goals into 0→1 technical work; facilitated discovery and problem-solving across Build and Scale teams; supported business-case validation
2024-2025

Product Management Sabbatical

Consultant - Los Angeles, CA

Took time off to reassess priorities and deepen skills across product strategy, software development, AI/ML, cloud engineering, business strategy, and sales/customer acquisition.

Skills & Technologies

Business StrategyUser journey mappingTeam developmentUser researchRails API DevelopmentVue.jsAWS CertificationProduct StrategyUX DesignTechnical Discovery +4 more

Key Achievements

  • ▸Completed advanced training in Rails API development and Vue.js frameworks
  • ▸Led freelance consulting projects for early-stage teams
  • ▸Pursuing AWS certification for cloud engineering expertise
  • ▸Focused on deepening AI/ML and business strategy knowledge
2022-2024

Product Manager, Technical

Consultant - Los Angeles, CA

Led cross-functional teams on projects including personalization, customer acquisition, fiat-to-crypto onramp, role-based access control, Shopify re-build, UI/UX strategy, NFT marketplace optimization, and fintech API integrations.

Skills & Technologies

Cross-functional LeadershipProduct discoveryStripe & Plaid APIsDeFi PlatformsWeb3 GamingUI/UX StrategyWeb3 DevelopmentRole-based Access ControlSearch OptimizationShopifyAgile MethodologiesProduct Roadmapping +6 more

Key Achievements

  • ▸Delivered 10% increase in transaction volume and 90%+ CSAT for 13+ months for a DeFi platform
  • ▸Launched Web3 gaming retention campaigns that reactivated dormant users by 4%
  • ▸Spearheaded full-stack B2B website redesign using Vue.js, Rails, AWS, and PostgreSQL
  • ▸Oversaw end-to-end product delivery including PRDs and business case validation
2021-2022

Product Manager

GalacticWay - Los Angeles

Led development of NEAR-based NFT marketplace and drove significant user growth through strategic GTM execution and user-focused roadmap development.

Skills & Technologies

GTM StrategyNEAR BlockchainReact.jsAWSBusiness StrategyUser OnboardingProduct RoadmappingTeam LeadershipMarket ResearchUser researchProduct Discovery +5 more

Key Achievements

  • ▸Drove 600% increase in user growth via GTM strategy and user-focused roadmap execution
  • ▸Achieved $293 LTV with onboarding automation for NEAR-based NFT marketplace
  • ▸Conducted market research and discovery resulting in successful codebase acquisition
  • ▸Led pitch development and strategic product positioning
2021

Product Manager, Consultant

Erupt - Los Angeles, US

Implemented unified Engineering-Product-Design (EPD) processes and led process improvement initiatives to streamline team workflows across the organization.

Skills & Technologies

Process ImprovementScrumAgile MethodologiesEPD AlignmentStakeholder ManagementWorkshop FacilitationTeam Leadership +1 more

Key Achievements

  • ▸Implemented unified Engineering-Product-Design (EPD) processes
  • ▸Secured buy-in from senior stakeholders to streamline team workflows
  • ▸Led workshops, presentations, and regular team check-ins for successful adoption
  • ▸Improved cross-functional collaboration across multiple teams
2019-2020

Associate Product Manager, Admin

GoGuardian - Los Angeles

Collaborated with data science teams to enhance machine learning models and drove significant revenue growth by solving critical customer pain points during the COVID-19 pandemic.

Skills & Technologies

Machine LearningData ScienceProduct AnalyticsUser ResearchStatistical AnalysisCustomer Feedback Analysis

Key Achievements

  • ▸Played key role in driving multimillion-dollar increase in ARR/MRR during COVID-19
  • ▸Collaborated with data science teams to optimize ML models and platform performance
  • ▸Led multiple rounds of product discovery and user research initiatives
  • ▸Implemented comprehensive product analytics and statistical analysis frameworks
2019

Product & Project Manager

EatOS By POS Labs - Beverly Hills

Led development of time and attendance application using Dart/Flutter, managing cross-functional teams and implementing prioritization frameworks for capacity planning.

Skills & Technologies

Dart/FlutterCross-platform DevelopmentSystem ArchitectureUI/UX DevelopmentTeam ManagementAirTable

Key Achievements

  • ▸Led development of cross-platform time and attendance application
  • ▸Directed 3 cross-functional teams across multiple time zones (25+ members)
  • ▸Created prioritization framework using AirTable for capacity and velocity planning
  • ▸Managed full product lifecycle from discovery to full-stack engineering

Always learning, always growing — keep building. (Note to Self)