Experience

My work spans care-delivery research, drinking-water analytical chemistry, membrane technology and field implementation, and industrial process modeling. Across each setting, I define the decision, examine the operating context, analyze the available evidence, implement a practical change, and measure what happens next.

Sep 2023 – present Safe Life Home Health Care Program Manager, Clinical Outcomes Research & Care Delivery Innovation Chicago and Lombard, Illinois. Medicare-certified home-health provider, 450+ average daily census. I use clinical, hospitalisation, visit, workflow, geographic and home-environment data to investigate care-delivery problems, then work with clinicians and operational teams to design and implement changes around assessment, documentation, handoffs and follow-up. A structured home-environment assessment used in 2,100+ evaluations.Implementation of Andy-AI ambient documentation and a shared care-coordination workflow. Aug 2021 – May 2023 George Mason University Graduate Research Assistant, Water Quality Engineering Laboratory Potomac Science Center, Woodbridge, Virginia. I developed triple-quadrupole GC-MS methods for trace disinfection byproducts in drinking water. The methods work made a simple problem visible: a compound reported as absent may only be below the instrument’s detection limit, and the substitution used for that non-detect can change a calculated toxicity estimate. Triple-quadrupole GC-MS methods for trace disinfection byproducts.A 2026 Environmental Science & Technology paper on chlorocyanurate disinfection, and an ongoing methods paper on left-censored data. Aug 2016 – Aug 2021 PakVitae, now EveryWater Co-founder and Chief Technology Officer Pakistan and Singapore. I led membrane research and product development from prototype to early field delivery. In Singapore, I also procured spinning equipment, negotiated vendor terms, and led installation and commissioning of the hollow-fiber spinning line. Three granted patents on the hollow-fiber membrane innovation: two US patents and one European patent. Summer 2016 Engro Fertilizers Chemical and Process Engineering Intern Daharki, Sindh, Pakistan. I led Aspen HYSYS analysis of ammonia-loop inefficiencies, assessed cooling-tower performance, and negotiated equipment warranty claims. Cooling-tower changes reduced system energy use by 7% and water use by 18%, measured after implementation.Warranty claims secured $0.4M+ in capital and operating savings and helped restore production capacity. Alongside Bilqees Trust Tuition and mentoring for students in Pakistan Pakistan. Bilqees Trust combines tuition support with mentoring and follow-up. It reinforced a lesson that also runs through my water work: funding is an input. Whether it helps depends on the delivery model, the people responsible for follow-up, the information collected, and the willingness to adjust.