Analytics and machine learning professional with 7+ years of experience across ad tech, operations, and growth strategy, recently complemented by a Master’s in Business Analytics.
I’ve worked at the intersection of business and data — scaling programmatic revenue, building ad operations infrastructure, and developing analytical solutions for forecasting, fairness, and decision-making. Most recently, I supported budgeting, analytics, and large-scale global event operations at the International Monetary Fund (IMF).
My interests include applied machine learning, time series forecasting, explainable AI, and data-driven decision systems.
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International Monetary Fund (IMF) — Analytics & Budget Support (Extern)
Supported $3M+ event budgeting, compliance documentation, and analytics for global meetings. -
Adferry — Founding Team, Growth & Strategy Lead
Led cross-functional initiatives across ad tech, finance, and operations; scaled programmatic revenue and built the company’s platform and brand. -
Wonderlo Inc — Operations Manager
Launched ad server infrastructure, managed 50+ partners, and scaled RTB revenue through analytics, experimentation, and fraud detection. -
Quantanite — Senior Analyst
Led data processing, analytics workflows, and client-facing reporting initiatives.
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LaborIQ — AI Career Intelligence Assistant
RAG-based system combining structured labor-market data with LLMs to deliver salary benchmarks, skill gaps, and career insights. -
Explainable ML for Mortgage Fairness
Built interpretable models (EBM, GLM) on 180K+ records to improve predictive performance while reducing demographic bias. -
Capital Bikeshare Demand Forecasting
Time series forecasting using Holt-Winters and ARIMA with rigorous diagnostics in R. -
SupplyGuard — AI Beyond Defense
Multimodal AI tool to help policymakers assess supply-chain concentration risk and non-military security threats.
Languages: Python, R, SQL, HTML/CSS
Visualization: Power BI, Tableau, Matplotlib, Excel (Advanced), Google Sheets, PowerPoint
Machine Learning: Linear Regression, Logistic Regression, Decision Trees, SVM, KNN, BERT, LSTM
Other Tools: Microsoft 365, Google Workspace, AWS (basic), GitHub, Grafana, QuickBooks, Canva, Figma
