§ 03 · Founder

Alla
Nikolus.

Founder. Web Data Scientist Lead. A decade at Apple, Macy's, Williams Sonoma and Fractal — bringing enterprise methodology to the mid-market.

Tenure10+ years
DisciplineWeb data science
BasedNew York
Alla Nikolus, founder of Rozum Digital
§ 01 Background

A decade in analytics, experimentation and product strategy.

A decade leading analytics, experimentation and product strategy at global brands. Predictive modeling for digital media. A/B testing at scale. Customer behavior analysis. Loyalty analytics across retail, e-commerce and aviation.

Rozum is that decade, consolidated — same rigor, sized to fit small business.

§ 02 Experience · 2015 → present
2024 — present

Senior Web Data Scientist

Fractal Analytics · Apple client

Leads new-product-launch reporting across 10+ geo regions; site and behavioral analysis for product optimization.

PredictiveGlobal
2022 — 2024

Senior Product Analyst

Macy's Inc.

Ran rigorous A/B testing programs; mentored two junior product analysts; built advanced reporting frameworks.

A/B testingMentor
2021 — 2022

Lead Cross-Brand Product Analyst

Williams Sonoma · contract

Identified feature opportunities through behavioral analysis; led A/B testing across brand properties.

Cross-brand
2020 — 2021

Senior Digital Media Analyst

Macy's Inc.

Co-built a Python model predicting monthly sessions, sales and orders for SMS and PUSH tactics.

PythonModeling
2019 — 2020

Chargeback Analyst

Downtown Travel

Pioneered data mining on chargeback trends; informed risk-mitigation strategy.

Risk
2015 — 2018

Marketing & Loyalty Analytics Manager

Ukraine International Airlines

Built and refined CRM and loyalty program strategy across aviation and retail sectors.

CRMLoyalty
§ 03 Education & certifications
§ 04 Recognition · independent
Nominated · 2025

AI & Data Science Leader of the Year

Women in Tech Global Awards
View nominee profile
§ 05 Featured commentary

What Apple uses. In your stack.

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