Amita Kumar
@amitakumar
Product leader building AI-driven marketplace and growth systems that ship fast and cut operational friction.
What I'm looking for
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
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.
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.
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
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%.
Used SQL to extract and analyze high-volume ERP data (SAP, Oracle) for audit teams, then co-led rollout of automated SQL/Tableau audit tools. Improved data accuracy and saved 15+ hours per week per team through audit automation.
Education
Degrees, certifications, and relevant coursework
Santa Clara University
Bachelor of Science, Management Information Systems & Communication
Earned a Bachelor of Science in Management Information Systems and Communication.
Availability
Location
Authorized to work in
Job categories
Skills
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