Marcello Does Analytics

LET'S CRUNCH SOME NUMBERS

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
4 W's

Who (I Am)

I'm a data analytics professional available for full-time, part-time, and consulting work. I help teams turn messy data into decisions they can act on.

What (I Do)

I cover the full analytics stack, including data engineering and pipelines, machine learning and AI, statistical modeling and experimentation, and executive-ready insights and dashboards.

Why (Clients Hire Me)

I've delivered everything from quick, one-off analyses to large, multi-stakeholder initiatives. My approach emphasizes data empathy - connecting numbers to real-world context, constraints, and access. I also train teams to interpret data confidently, and I advise on what to capture now to answer better questions later.

Where (I studied/worked)

Roles in Healthcare, Pharmaceuticals, Consumer Paged Goods Degrees in B.A. in Engineering, M.A. in Statistics (Columbia)

PUBLICATIONS

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

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

Read More ->

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

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

Read More ->

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

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

Read More ->

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

How Quickly Are Novel Cancer Therapies Adopted After FDA Approval?

Read More ->

Deep dive into previous data analytics projects and explorations

Data Hungry

Read More ->

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.