At Inizio Ignite- Putnam Associates, I develop and maintain global, indication-level sales and volume forecasts for inline and pipeline pharmaceutical assets. I bring together epidemiology, treatment pathways, clinical evidence, historical performance, and market dynamics to validate forecast assumptions.
At PharmaACE Analytics Ltd., I managed the global forecast for a blockbuster respiratory product. I worked with a cross-functional team to combine historical sales data and market insights, and developed and manipulated forecasting models to project long-term sales.
I also conducted secondary research for a competitive intelligence project and used sources including ClinicalTrials.gov, PriceRx, and PharmaProjects. During my biotechnology engineering thesis, I collaborated with a CSIO-CSIR Scientist on a taste sensor using natural lipid-like molecules.

