Marcello Does Analytics

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01 AI-Powered Workflows

Automate high-impact processes with intelligent pipelines that reduce manual effort and improve speed.

02 Applied Analytical Strategy

Align analytics initiatives to business priorities with a clear roadmap and measurable outcomes.

03 Statistical Investigations

Design rigorous tests and studies that answer hard questions with defensible evidence.

04 Continuous Monitoring

Track key metrics in near real time and surface anomalies before they become problems.

05 Advanced Modelling

Build predictive models that explain drivers, forecast outcomes, and guide decisions.

06 Data Literacy

Equip teams with the skills and confidence to interpret data and act on insights.

PROJECTS

Machine Learning

Predictive Demand Modeling for Dynamic Production Planning

Partnered with supply chain teams to forecast demand and inventory risk using predictive modeling, enabling dynamic production sizing and more reliable stock availability.

Predictive Analytics Time Series Modeling Supply Chain Optimization Demand Forecasting Decision Support
Statistics

Regulatory-Grade Stability Modeling for FDA Approval

Led statistical stability studies for pharmaceutical products, delivering defensible shelf-life estimates that supported successful FDA submissions and approvals.

Applied Statistics Stability Analysis FDA Submissions Regulatory Analytics Risk Assessment
Data Science

Data-Driven Revenue and Customer Strategy for Small Business Growth

Advised a small business on revenue optimization by analyzing product performance and customer behavior, translating statistical insights into actionable growth and profit strategies.

Business Analytics Customer Segmentation Revenue Optimization Statistical Analysis Strategy Consulting

Publications

Research Paper 2023-06-01

Can We Fill in the Gaps? Authoring Custom Oncology Pathways vs Surfacing NCCN Preferred Recommendations Alone

Journal of Clinical Pathways

Provided analysis comparing clinics who created their own Oncology Pathaways to those that did not

Research Paper 2025-03-28

Improving Patient Access and Adherence: The Role of an EHR-Embedded Clinical Decision Support Tool in Specialty Drug Management

Journal of the National Comprehensive Cancer Network

Shows how EHR-embedded clinical decision support improves specialty drug access, adherence, and care coordination.

Research Paper 2023-03-31

Do EHR-Embedded Clinical Decision Support Tools Reduce Variation in Care?

Journal of the National Comprehensive Cancer Network

Analyized selected patient care across a network of clinics indentifying underlying differences in approach to care

Research Paper 2023-11-01

How Quickly Are Novel Cancer Therapies Adopted After FDA Approval?

JCO Oncology Practice

Statistically Analyized data to support claim that new novel therapies were adopted faster in Flatiron Assist Clinics.

Blog 2024

Data Hungry

Data Hungry on Medium

Deep dive into previous data analytics projects and explorations

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Let's Work Together

Whether you need help with data strategy, advanced analytics, or turning data into insights, I'm here to help transform your data challenges into opportunities.