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Amita KumarAK
Open to opportunities

Amita Kumar

@amitakumar

Product leader building AI-driven marketplace and growth systems that ship fast and cut operational friction.

United States
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What I'm looking for

I’m looking for a product role where I can own roadmap + experimentation, build AI features with rigorous evals, and improve marketplace integrity or revenue—while staying hands-on with specs, data analysis, and fast prototyping.

I’m a product leader with 8+ years of professional experience—6 years focused on product—across Ad Tech, Gaming, and SaaS. I specialize in marketplace integrity and ML-driven revenue growth, and I’m comfortable building and shipping AI systems independently, from evals to deployment-ready workflows.

At Mediaocean, I own the campaign team roadmap across two engineering teams, staying hands-on with specs, data analysis, and rapid prototyping. I cut manual reconciliation 60% and accelerated resolution time 2x by prototyping and shipping rules logic for Automatic Makegoods, and I’m leading the unification of a fragmented campaign creation workflow with prompt-based creation as the next phase.

Previously at VGW, I built an ML-powered negative margin detection system that identified at-risk players, delivering a 25% reduction in losses and 12% revenue lift through AI-driven segmentation and offer optimization. I also launched behavioral-based purchase controls with layered rules and cooling-off logic, improving detection by 30% and reducing manual review workload by 50%.

Earlier, at Swoop, I owned the marketplace experience end to end for a two-sided B2B2C platform, coordinating cross-functional teams and driving 28% ARR growth from customer interviews and lifecycle data. Before product, I grew client revenue 42% and cut CPA 26% as an account manager, and I used SQL to extract and analyze ERP data at KPMG—skills that still shape how I approach experimentation, analytics, and execution.

Experience

Work history, roles, and key accomplishments

Mediaocean logoME
Current

Product Manager

Jan 2025 - Present (1 year 6 months)

Owned product roadmap for Mediaocean’s campaign team across two engineering teams, writing specs and running data analysis to support rapid prototyping. Reduced manual reconciliation 60% and accelerated resolution time 2x by prototyping rules for Automatic Makegoods, and built automated rate card ingestion to cut rate negotiation time from ~35 hours/week to a few hours.

VG

Product Manager

VGW

Oct 2023 - Jan 2025 (1 year 3 months)

Built an ML-powered negative margin detection system with data science, improving segmentation and offer optimization to reduce losses 25% and lift revenue 12%. Launched purchase controls with layered rules and cooling-off logic, improved at-risk detection by 30%, reduced manual review workload 50%, and owned A/B testing for promotional offer placement and timing to drive 10% ARPU increase.

SW

Product Manager

Swoop

May 2021 - Sep 2023 (2 years 4 months)

Owned end-to-end core marketplace experience for a two-sided B2B2C transportation platform, coordinating two engineering teams and driving roadmap execution. Increased ARR 28% by translating customer interviews and lifecycle data into features, reduced churn by shipping a native fix for operator workaround patterns identified via SQL, and launched data-driven sales automation that improved close r

MI

Account Manager & Associate PM

MightyHive

Sep 2018 - Apr 2021 (2 years 7 months)

Managed multi-channel campaigns across Google Marketing Platform and Amazon DSP, growing client revenue 42% and cutting CPA 26%. Improved conversion rates 20% through reporting and analytics models, designed and launched a SaaS product to automate campaign creation (reducing manual work 80%) and led UX and onboarding improvements that increased signups 22%.

Education

Degrees, certifications, and relevant coursework

Santa Clara University logoSU

Santa Clara University

Bachelor of Science, Management Information Systems & Communication

Earned a Bachelor of Science in Management Information Systems and Communication.

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