Michal Siwek

Product Owner and developer for the
Command Centre program, focused on applying machine learning algorithms
to coordinate resources and patient care across health systems

McKinsey & Company (Poland/ Wroclaw, projects across EMEA, US)
Expert, Data Scientist - Consulting experience focused on analytics, business
technology, strategy and operations. 10+ years of experience in advanced
analytics in the healthcare, biotech, public sector and banking, experience in
building predictive models, segmentations, classifications. Leading analytical
teams, mentoring and training internal and external employees
Example projects:
- Lead delivery of analytical system to prognosis demand and capacity for
healthcare providers, built a platform based on the cloud and visualisation
tools,
- Created diagnostics for a manufacturing client, built a model to optimize
chemical reaction time, developed tools supporting the control room and
operators,
- Built an analytical engine for a retail trading client, built churn model,
customer segmentation, performed selling opportunity analysis and developed
customer similarity measures,
- Developed a NPTB model for a large retail client used in product
recommendations emailed to customers, built 360-degree customer view with
online dashboards,
- Built a cognitive claims model for payors to support claims verification.
Prioritized processing of cases requiring intervention, created transparency on
the verification process,
- Supported tax authority in reducing debt of corporates and large companies,
early warning system measuring probability of delay in tax payment or
bankruptcy,
- Supported health insurance company in designing providers reimbursement
programme based on quality and performance evidence. Applied advanced
analytics and visualisations dashboards to drive insights from the claims data.
Developed an evidence-based reimbursement program to support cost
containment,
- Lead the analytics work to define a new quality fact pack to support the
quality inspections for acute, mental health and primary care providers.

Lead implementation of Basel II and US GAAPs
standards for portfolio valuation, created policies for monitoring and calculating
reserves. Built stress- testing models, for bank and regulator, performed tests
and reports for Financial Supervision Authority. Created monthly MIS reports
for the commercial and individual bank portfolio