Viktoriia Estes
Finance leader for AI infrastructure—turning demand signals into smart capacity, cost, and margin outcomes
- Role
- Sr Finance Manager - Ai Monetization & Gpu Optimization at Microsoft
- Location
- Bellevue, WA, US
- LinkedIn followers
- 500 followers
About Viktoriia Estes
As an innovative leader and change agent, I bring a client-focused demeanor and an…
Experience
Sr Finance Manager - Ai Monetization & Gpu Optimization
May 2024 — Present · Bellevue, WA, US
Led short-term and long‑range AI capacity planning, aligning dynamic demand with supply constraints to guide executive trade‑offs.Designed and implemented AI cost attribution frameworks that improved transparency across GPU, compute, and service layers—enabling accurate true‑ups and faster budget cycles.Partnered with product and engineering to model costs for AI Agents, ensuring scalable economics and margin discipline for next‑gen AI experiences.Delivered double‑digit COGS improvements through right‑sizing, utilization tracking, and operational levers.Drove cross‑org approvals for critical AI launches, balancing demand signals with policy and supply realities.Built cross‑charge and cost attribution models, reducing reconciliation time by ~30% and improving partner accountability.Authored board‑level briefs connecting governance, ROI, and capacity prioritization, accelerating alignment across finance and engineering.
Education
Warner Pacific University
Bachelor of Health Care Administration, Health/Health Care Administration/Management
2012 — 2014
UNC Kenan-Flagler Business School
Master of Business Administration (M.B.A.), Corporate Finance
2014 — 2016
Kharkiv Institute of Management and Market Economy
Bachelor of Science (BS), Business/Managerial Economics
2000 — 2004
Skills
- Microsoft Word
- Community Outreach
- Nonprofits
- Data Analysis
- Powerpoint
- Microsoft Excel
- Project Management
- Administration
- Staff Development
- Healthcare
- Corporate Finance
- Training
- Higher Education
- Public Speaking
- Leadership
- Strategic Planning
- Strategy
- Customer Service
- Research
- Management
- Microsoft Office
- Teamwork
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