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# Kevin R.

**Headline:** Growth Product
**Profession:** Growth Product Manager
**Location:** San Francisco, California, United States

## About

Kevin R. is a growth-focused product manager currently serving as Growth Product Manager at Constellation Payments and Founder of a stealth AI startup. Kevin combines product management, data analytics, experimentation, and user research to improve acquisition, conversion, engagement, retention, and customer journeys across FinTech, EdTech, and AdTech. Kevin is strongest in identifying funnel friction, distinguishing meaningful rate and volume metrics from vanity metrics, developing data-informed product strategies, and making final decisions on experiments and releases while working closely with engineering, design, analysts, and leadership. At Cadre, Kevin owned the growth roadmap and helped drive a 70% increase in user acquisition within one quarter, while an interactive financial memo increased conversion by 10%. Kevin also reports improving signup completion by 70% through analysis, experimentation, and channel optimization. At Codecademy, Kevin helped launch a trial experience that increased trial subscriptions by 12% in A/B testing and informed features that increased weekly engagement by 14% and 15%. Kevin’s earlier work at LiveRamp included enabling non-technical workflow creation, upselling 80% of potential customers to a new product, coordinating a migration involving more than 40 external partners, and resolving advertising-efficiency issues for more than 50 clients.

## Services

- Dashboards
- Software Product Management
- Stakeholder Relations
- Data-driven Decision Making
- Product Discovery
- Organization Skills
- Qualitative Research
- Optimization
- Growth Strategies
- Customer Insight
- KPI Dashboards
- KPI Reporting
- Objectives and Key Results \(OKRs\)
- Key Performance Indicators
- Go-to-Market Strategy
- Product Operations
- Business Growth
- User Experience \(UX\)
- Worksheets
- Technical Requirements
- Professional Services Industries
- User Requirements
- Problem Solving
- Defining Requirements
- Business Requirements
- Software Development
- Leadership
- Software as a Service \(SaaS\)
- Product Road Mapping
- Product Requirements

## Highlights

- Currently serves as Growth Product Manager at Constellation Payments.
- Currently serves as Founder of a stealth AI startup.
- Owned and executed Cadre’s growth product roadmap for user acquisition and conversion.
- Developed Cadre’s user-acquisition product vision and roadmap with cross-functional teams, contributing to a 70% increase in user acquisition within one quarter.
- Improved signup completion by 70% through data analysis, experimentation, and channel optimization.
- Increased conversion by 10% at Cadre by launching an interactive financial memo that addressed investor-confidence issues identified through data analysis and user research.
- Presented comprehensive KPI analysis and actionable insights to align leadership and stakeholders on product strategy.
- Co-created an experimentation playbook with Cadre’s head data scientist, educating teams on hypothesis formation, test design, and insight gathering.
- Drove an 11% signup lift through trust messaging.
- Delivered an additional 13% conversion improvement through a design overhaul.
- Identified and cut a high-traffic acquisition channel that was not converting.
- Analyzed acquisition channels in relation to downstream product engagement and made marketing-attribution recommendations to optimize spend.
- Launched a streamlined Codecademy trial subscription experience with engineering and design, increasing trial subscription rates by 12% during A/B testing.
- Used SQL analysis and market research at Codecademy to inform learning-assessment strategy and feature prioritization, increasing weekly engagement by 14%.
- Identified high-value features through SQL-based engagement analysis and collaborated with Design to surface them on landing pages, increasing weekly engagement by 15%.
- Prevented a potential revenue loss at Codecademy by identifying retention risks in experimental data and recommending against a lower-tier subscription launch.
- Built a workflow-creation interface at LiveRamp that integrated a complex API and enabled non-technical users to access core product functionality.
- Upsold 80% of potential customers to a new LiveRamp product through targeted stakeholder presentations.
- Improved LiveRamp support operations with data-driven feedback and comprehensive user manuals.
- Redesigned LiveRamp’s data marketplace with UX designers and external partners, improving navigability and earning positive client feedback.
- Coordinated more than 40 external partners, the client, and internal stakeholders on a critical LiveRamp data migration that resolved a five-year billing discrepancy.
- Identified and resolved advertising-efficiency issues for more than 50 LiveRamp clients and recommended product solutions.
- Redesigned Equitable Life’s asset-data conversion process for GGY AXIS, reducing lead time from 10 days to 3 days.
- Reviewed and documented Sun Life Financial tools related to Canadian Asset Liability Method reserving to support calculation security.
- Assisted with earnings-at-risk analysis for traditional valuation insurance products at Sun Life Financial.
- Reclassified and allocated premium distribution between insurance products at Manulife Financial to create a synchronized income statement for finance and valuation.
- Developed and improved Excel-based premium, sales, and in-force reports at Manulife Financial.
- Ensured proper implementation of the MTAR tax-exemption allowance calculator for a universal life insurance policy at ivari.
- Holds a B.Sc. in Actuarial Science from The University of Western Ontario and certificates in Data Analytics and Data Science from BrainStation.

## Experience

- **Growth Product Manager at Constellation Payments** (2026-04-01–present)
- **Founder at Stealth AI Startup** (2025-08-01–present)
- **Product Manager at Cadre** (2022-11-01–2023-11-01) — Growth & Investments Team Owned and executed the product roadmap for growth objectives, including user acquisition and conversion. - Developed and executed the product vision and roadmap for user acquisition in collaboration with cross-functional teams, leading to a 70% increase in user acquisition within one quarter. - Boosted conversion rates by 10% by launching an interactive financial memo to address investor confidence issues identified through data analysis and user research. - Aligned stakeholders, including leadership, by presenting actionable insights from comprehensive KPI analysis, driving consensus on product strategy. - Championed a data-driven culture by co-creating an experimentation playbook with the head data scientist, educating teams on hypothesis formation, test design, and insights gathering.
- **Product Analyst at Codecademy** (2021-07-01–2022-11-01) — Paid Consumer Subscription Team Spearheaded analytics efforts to guide Product team initiatives. Focused on growing acquisition, engagement, and retention. - Collaborated with engineering and design teams to launch a streamlined trial subscription experience, resulting in a 12% increase in trial subscription rates during A/B testing. - Leveraged SQL data analysis and market research to identify user needs for learning assessments, informing product strategy and prioritizing features that boosted weekly engagement by 14%. - Identified high-value features through user engagement analysis in SQL collaborated with Design to surface them on landing pages, increasing weekly engagement by 15%. - Prevented a potential revenue loss by analyzing experimental data with SQL, uncovering threats to existing subscription retention, and recommending against launching a lower-tier subscription.
- **Product Analyst at LiveRamp** (2020-11-01–2021-07-01) — Identity Team Led efforts to sustain operations for a new product, tackled multiple identity resolution issues with clients, and develop new products in the identity space. - Partnered with engineering to create a user-friendly interface for workflow creation, seamlessly integrating a complex API to enable non-technical users to access core product functionalities. - Facilitated stakeholder alignment through targeted presentations, successfully upselling 80% of potential customers to a new product. - Adapted to a rapidly changing environment by enhancing support operations with data-driven feedback and comprehensive user manuals.
- **Product Operations Manager - Data Vertical at LiveRamp** (2018-05-01–2020-11-01) — Data Team Served a technical product expert, providing product consult to numerous clients, and developing solutions to effectively meet their needs. - Redesigned the data marketplace in collaboration with UX designers and external partners, improving navigability and earning positive client feedback. - Coordinated with over 40 external partners, the client, and internal stakeholders to execute a critical data migration, resolving a five-year billing discrepancy. - Leveraged analytical skills to identify and resolve advertising efficiency issues for over 50 clients, recommending effective product solutions.
- **Actuarial Assistant at ivari** (2016-01-01–2017-04-01) — Ensured proper implementation of tax exemption allowance calculator for an universal life insurance policy \(MTAR\).
- **Actuarial Intern at Equitable Life** (2014-05-01–2014-08-01) — Completed a project to redesign a process for converting asset data into a format readable by GGY AXIS. New design resulted in a decreased lead time from 10 days to 3 days.
- **Actuarial Intern at Sun Life Financial** (2013-09-01–2014-04-01) — Reviewed and documented all tools related to Canadian Asset Liability Method \(CALM\) reserving to ensure calculation security. Also assisted in analyzing earnings at risk for traditional valuation insurance products.
- **Summer Student at Manulife Financial** (2012-05-01–2012-08-01) — Successfully reclassified and allocated premium distribution between insurance products for the finance and the valuation department to create a synchronized income statement. Also developed and improved various Excel based financial reports such as premium, sales, and in-force report.

## Education

- Certificate, Data Science — BrainStation
- B.Sc, Actuarial Science — The University of Western Ontario
- Certificate, Data Analytics — BrainStation

## FAQ

### What does Kevin do?

Kevin is currently a Growth Product Manager at Constellation Payments and the Founder of a stealth AI startup. Kevin’s work centers on driving product growth through testing, data analysis, customer insight, and strategic product decisions.

### What are Kevin’s strongest professional skills?

Kevin specializes in growth product management, product analytics, experimentation, funnel analysis, acquisition, conversion, engagement, retention, product discovery, stakeholder alignment, and data-driven decision-making. Kevin is comfortable balancing hands-on analytics work with higher-level product strategy and final decision-making on what is tested or shipped.

### How does Kevin approach growth and product decisions?

Kevin uses data analysis, experimentation, channel optimization, and user research to identify friction and growth opportunities. Kevin maps funnel drop-off rates, including with Amplitude, analyzes marketing-attribution channels and product engagement, and makes recommendations intended to improve spend efficiency and business outcomes.

### How does Kevin evaluate metrics and experiments?

Kevin focuses on meaningful business measures and carefully distinguishes rate and volume metrics from vanity metrics. Kevin reviews experiments before implementation and is open to working with other analysts while retaining final decision-making authority.

### What did Kevin accomplish at Cadre?

At Cadre, Kevin owned and executed the product roadmap for growth objectives, including user acquisition and conversion, as part of the Growth & Investments Team. Kevin developed the product vision and user-acquisition roadmap with cross-functional teams, resulting in a 70% increase in user acquisition within one quarter. Kevin also reported improving signup completion by 70% through data analysis, experimentation, and channel optimization.

### How did Kevin improve conversion and build a data-driven culture at Cadre?

Kevin launched an interactive financial memo after data analysis and user research identified investor-confidence issues, increasing conversion by 10%. Kevin also presented actionable KPI insights to leadership and other stakeholders to build consensus on product strategy, and co-created an experimentation playbook with the head data scientist covering hypothesis formation, test design, and insight gathering.

### What other growth initiatives has Kevin led?

Kevin’s growth work has included trust messaging that produced an 11% signup lift, a design overhaul that added another 13% conversion, and the decision to cut a high-traffic channel that was not converting. Kevin also connects acquisition-channel performance to downstream product engagement.

### What did Kevin accomplish at Codecademy?

At Codecademy’s Paid Consumer Subscription Team, Kevin spearheaded analytics supporting product initiatives focused on acquisition, engagement, and retention. Kevin worked with engineering and design to launch a streamlined trial subscription experience that increased trial subscription rates by 12% during A/B testing.

### How did Kevin use analytics to improve engagement at Codecademy?

Kevin used SQL analysis and market research to identify user needs for learning assessments, informing strategy and feature prioritization that increased weekly engagement by 14%. Kevin also identified high-value features through SQL-based engagement analysis and collaborated with Design to surface them on landing pages, increasing weekly engagement by 15%.

### How did Kevin protect subscription revenue at Codecademy?

Kevin analyzed experimental data in SQL, identified threats to retention under a proposed lower-tier subscription, and recommended against launching it. This work prevented a potential revenue loss.

### What did Kevin do as a Product Analyst on LiveRamp’s Identity Team?

At LiveRamp’s Identity Team, Kevin sustained operations for a new product, addressed identity-resolution issues with clients, and developed products in the identity space. Kevin partnered with engineering to create a workflow-creation interface that integrated a complex API and enabled non-technical users to access core functionality.

### What commercial and operational results did Kevin deliver on LiveRamp’s Identity Team?

Kevin used targeted stakeholder presentations to upsell 80% of potential customers to a new product. Kevin also enhanced support operations with data-driven feedback and comprehensive user manuals in a rapidly changing environment.

### What did Kevin do as Product Operations Manager at LiveRamp?

As Product Operations Manager for LiveRamp’s Data Vertical, Kevin acted as a technical product expert, consulted with numerous clients, and developed solutions for their needs. Kevin redesigned the data marketplace with UX designers and external partners, improving navigability and receiving positive client feedback.

### What large-scale operational work did Kevin lead at LiveRamp?

Kevin coordinated more than 40 external partners, the client, and internal stakeholders on a critical data migration that resolved a five-year billing discrepancy. Kevin also identified and resolved advertising-efficiency issues for more than 50 clients, recommending effective product solutions.

### What did Kevin accomplish at Equitable Life?

At Equitable Life, Kevin redesigned a process for converting asset data into a format readable by GGY AXIS. The redesign reduced lead time from 10 days to 3 days.

### What did Kevin do at Sun Life Financial?

At Sun Life Financial, Kevin reviewed and documented all tools related to Canadian Asset Liability Method reserving to support calculation security. Kevin also assisted with earnings-at-risk analysis for traditional valuation insurance products.

### What did Kevin do at Manulife Financial?

At Manulife Financial, Kevin reclassified and allocated premium distribution between insurance products for finance and valuation teams to create a synchronized income statement. Kevin also developed and improved Excel-based premium, sales, and in-force financial reports.

### What did Kevin do at ivari?

As an Actuarial Assistant at ivari, Kevin ensured proper implementation of a tax-exemption allowance calculator for a universal life insurance policy, known as MTAR.

### What is Kevin’s education?

Kevin holds a B.Sc. in Actuarial Science from The University of Western Ontario. Kevin also earned certificates in Data Analytics and Data Science from BrainStation.

### What tools and functional capabilities does Kevin bring?

Kevin’s tools and technical capabilities include SQL, Amplitude, Tableau, Looker, LookML, Snowflake, Google BigQuery, Microsoft Excel, Microsoft Word, Microsoft Office, PowerPoint, dashboards, KPI dashboards and reporting, data visualization, business-intelligence tools, experimental analysis, hypothesis testing, statistics, financial analysis, and financial reporting. Kevin also works across product strategy, roadmapping, requirements, software development, SaaS, UX, go-to-market strategy, product operations, client services, project management, and stakeholder relations.

## Links

- LinkedIn: https://www.linkedin.com/in/krhee01

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