Portfolio
A comprehensive collection of my work in healthcare analytics, AI implementation, and data-driven transformation across various organizations and initiatives.
Enterprise Data Warehouse & Clinical Applications
Suvida Healthcare
August 2022 - Present
Built and scaled analytics team supporting expansion from 0 to 14 centers and 30 to 400+ employees. Designed enterprise-wide data warehouse integrating clinical and financial systems. Managed the software application development and clinical workflow automations.
Key Achievements:
- •Scaled analytics during 0→14 center expansion
- •Integrated multiple clinical systems
- •Deployed ML for patient risk stratification
- •Automated clinical workflows for various clinical specialties
AI-Powered Healthcare Automation
Caris Foundation International
November 2019 - June 2020
Led redesign of monitoring and evaluation systems for Haiti's National Health system. Developed AI-powered automation tool extracting lab results from PDFs into EMR, eliminating manual data entry bottlenecks and reducing reporting delays.
Key Achievements:
- •Reduced reporting delays nationwide
- •Automated PDF-to-EMR data extraction
- •Improved data accuracy across health system
- •Streamlined M&E systems for National Health
Machine Learning Model Development
CareJourney
February 2021 - August 2022
Created predictive models using Scikit-learn & TensorFlow to enhance healthcare analytics solutions. Defined product roadmaps for AI-driven insights, translating technical capabilities into business impact for value-based care organizations.
Key Achievements:
- •Built machline learning models for healthcare insights
- •Enhanced analytics solutions for value-based care
- •Defined AI-driven product roadmaps
- •Translated technical capabilities to business value
NLP & Sentiment Analysis Solutions
Inspire
August 2017 - October 2019
Designed and implemented scalable data warehouse and ETL pipeline using cloud technologies. Led Natural Language Processing initiatives, developing sentiment analysis models to interpret customer feedback and social media trends. Presented research related to a patient's Health Journey at several conferences.
Key Achievements:
- •Developed sentiment analysis for customer feedback
- •Implemented scalable cloud data infrastructure
- •Built ETL pipelines for data accessibility
- •Analyzed social media trends at scale
Ayiti Analytics - Data Science Lab
Co-founder & Managing Director
October 2019 - Present
Established Haiti's first data science lab, training 100+ students and providing technology consulting to NGOs & enterprises. Secured consulting contracts with multinational organizations to apply AI-driven insights to economic and public health challenges.
Key Achievements:
- •Trained 100+ students in data science
- •Secured contracts with NGOs & enterprises
- •Applied AI & Data Analytics to several industries
- •Built Haiti's first data science lab
Myanmar Poverty & Conflict Analytics
World Bank
March 2020 - June 2021
Designed interactive Tableau dashboards for the Poverty and Equity program in Myanmar, enhancing policymakers' ability to monitor and analyze regional armed conflicts and their impact on poverty indicators.
Key Achievements:
- •Created interactive dashboards for policymakers
- •Monitored regional armed conflicts
- •Analyzed poverty indicators
- •Enhanced decision-making capabilities
Research Publications
Torquati, M., Mendis, M., et al. (2022). Using the Super Learner algorithm to predict risk of 30-day readmission after bariatric surgery in the United States. Surgery, 171(3), 621-627.
Cobian, J., González, M. G., Mendis, M., et al. (2020). Changes in Health Insurance Coverage Over Time by Immigration Status Among US Older Adults, 1992-2016. JAMA Network Open, 3(3), e200731-e200731.