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Akshay ReddyAR
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Akshay Reddy

@akshayreddy

Data-driven Product Manager building 0-to-1 real-money skill gaming products with experimentation and retention.

India
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What I'm looking for

I want to own 0-to-1 product growth in consumer gaming, combining PRDs with KPI trees, event taxonomy, and A/B testing. I’m excited to work in cross-functional teams where retention and monetization are optimized with measurable experimentation.

I’m a Product Manager who builds 0-to-1 consumer products in real-money skill gaming, focused on turning data into decisions. At Toast Studios, I owned Carnival from 0 to 1, spotting friction in cash conversion and proposing a real-cash onboarding incentive that reached 90% onboarding-to-cash conversion and 15–20% deposit rate at soft launch.

I’ve led cross-functional execution across US and India markets, using retention strategy, funnels/cohorts, and rigorous A/B testing to find what moves user value. I drove cross-game user routing by addressing peak-hour matchmaking drop-offs and liquidity issues, validating the approach with predefined DAU and retention thresholds.

I’m especially proud of the impact I delivered through experimentation and lifecycle optimization. By designing an A/B test on notification timing, I improved late-night active users by 5%, and through segmentation, frequency caps, and behavioral triggers I increased Day-1 retention by 10% and Day-7 by 5%, while reducing in-game costs by 75% (keeping DAU impact under 25%).

Alongside product execution, I build the analytics foundation teams need to move fast and learn faster. I authored event taxonomy and KPI trees/OKRs, built Mixpanel/Metabase dashboards for post-launch decisions, and created an internal dashboard for B2B partners. Earlier, as a Product Intern, I built a Metabase KPI dashboard and helped refine FreeWin login, referral, and gameplay flows ahead of launch.

Experience

Work history, roles, and key accomplishments

TS

Product Manager

Toast Studios

Feb 2025 - Nov 2025 (9 months)

Owned Carnival (US iGaming app) from 0 to 1, raising onboarding-to-cash conversion to 90% and achieving a 15–20% deposit rate at soft launch. Built an analytics and experimentation foundation, driving A/B-tested notification timing (5% late-night active uplift) and retention gains of Day-1 +10% and Day-7 +5% while cutting in-game costs 75%.

Education

Degrees, certifications, and relevant coursework

K.K. Birla Campus, BITS Pilani logoKP

K.K. Birla Campus, BITS Pilani

Bachelor of Engineering, Mechanical Engineering

Activities and societies: Electives: AI, AI for Robotics, Engineering Optimization, Behavioural Economics.

Completed a B.E. in Mechanical Engineering at BITS Pilani (K.K. Birla Campus), graduating July 2024. Coursework included AI, AI for Robotics, Engineering Optimization, and Behavioural Economics.

Tech stack

Software and tools used professionally

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