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Kapil Mangaldas

@kapilmangaldas

I bridge physical therapy, healthcare analytics, and predictive modeling to improve patient outcomes.

United States
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What I'm looking for

I'm looking to apply my clinical and healthcare data science background to improve patient outcomes, clinical workflows, risk prediction, and data-driven healthcare decision-making.

I've delivered rehabilitation and data-informed care across home health, skilled nursing, outpatient, and hospital settings for more than 20 years.

At Enhabit Home Health and Corewell Health, I provide home-based rehabilitation for medically complex patients, analyze functional outcomes, support fall prevention, and collaborate with physicians, caregivers, and care teams to improve safe transitions home.

I've also led therapy operations at Caretel Inns of Lakeland and Concept Rehab, where I managed staff productivity, compliance, billing, utilization reviews, and program performance. At Concept Rehab, I helped reverse recurring financial losses and return the therapy program to profitability.

Alongside clinical practice, I've completed MIT's Certificate in Data Science and Applied Artificial Intelligence and built Python models for hospital readmission risk, malaria image classification, lead conversion, and housing-price prediction. I translate clinical workflows and patient data into practical, data-driven decisions.

Experience

Work history, roles, and key accomplishments

EH
Current

Physical Therapist

Enhabit Home Health

Jan 2026 - Present (8 months)

Delivers home-based rehabilitation services to patients recovering from surgery and hospitalization, focusing on safe transition home and community reintegration. Provides patient and caregiver education, designs therapy interventions, and collaborates with specialty physician groups.

Ascension at Home logoAH

Physical Therapist

Ascension at Home

Jan 2020 - Dec 2021 (1 year 11 months)

Provided home-based rehabilitation for medically complex patients across a large caseload spanning seven counties. Managed full patient caseload, conducted functional assessments, and coordinated interdisciplinary care plans.

CL

Lead Physical Therapist

Caretel Inns of Lakeland

Jan 2016 - Dec 2019 (3 years 11 months)

Delivered post-acute rehabilitation services to skilled nursing patients, tracking recovery and discharge-readiness metrics. Provided outpatient physical therapy services to the community and partnered with the business office for billing and reimbursement.

CF

Lead Physical Therapist

Caring Hands Skilled Rehab Facility

Jan 2010 - Dec 2011 (1 year 11 months)

Served as Lead Physical Therapist for a rehabilitation facility on Grissom Air Force Base, overseeing clinical operations and service delivery. Provided rehabilitation to a diverse client population including veterans, and designed activity programs for dementia care patients.

Education

Degrees, certifications, and relevant coursework

Massachusetts Institute of Technology logoMT

Massachusetts Institute of Technology

Certificate, Data Science and Applied Artificial Intelligence

Completed a certificate in Data Science and Applied Artificial Intelligence.

University of Montana logoUM

University of Montana

Doctor of Physical Therapy, Physical Therapy

Earned a Doctor of Physical Therapy degree.

University of Montana logoUM

University of Montana

Certificate, Rehabilitation Administration

Earned a Rehab Administrator Certificate.

Maharashtra University of Health Sciences logoMS

Maharashtra University of Health Sciences

Bachelor of Physical Therapy, Physical Therapy

Earned a Bachelor of Physical Therapy degree.

Tech stack

Software and tools used professionally

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