Teach an applications oriented text analytics + NLP course to upper-level undergraduate and post-graduate students.

Launched a HealthTech company, Panily, with a vision to give patients and their caregivers digital health tools to record and share health events outside of clinical settings.● Developed a business plan & product vision based on market & user research.● Coded & launched FHIR-compatible app for iOS and Android using the Flutter framework.● Successfully onboarded 1st client - a mental health provider ● Created demo GenAI chatbot that used LLMs (RAG + Llama / MedAlpaca) for patient QA

● Created a decision intelligence strategy for Iqvia - articulating the why, what and how.● Partnered with clinical-trial leads to identify opportunities, collaborated with product and data science teams to create & implement algorithms for patient enrollment, site selection, study feasibility, etc..● Championed decision intelligence through presentations, webinars & white papers (https://tinyurl.com/decision-i).

● Led the centralized team responsible for developing and delivery of SaaS AI/ML algorithms for all of Iqvia’s global technology BU, built team culture, improved team agility, collaboration and time to delivery.● Worked with partners to gather business requirements and create user stories for the integration of AI-ML algorithms across global technology products.● Delivered multiple ML algorithms - next best action (ensemble algorithm), territory design (optimization algorithm), next call optimization (ensemble), content optimization (NLP) and compliance (NLP, image recognition).● Created MLOps strategy and requirements for our AI platform, deployment time decreased from days to minutes.● Delivered an innovative software development tool (SDK) for the ML lifecycle on our AI platform in 6 months.

● Technical manager for all AI-ML projects, responsible for successful definition, development and delivery of projects.● Defined AI platform strategy for scalability, productization and integration of our data science with other Iqvia global development technology products.● Architect for the Ada AI platform, part of technical and vendor evaluation teams.

● Managed content recommendation platform and prioritized development roadmap with other BUs, for Gartner.com and client facing emails.● Managed pilot Apache Spark platform for text analytics and recommendations.

● Managed email program for Gartner Peer Insights, improved performance 4x.● Managed analytics for competitor analysis, funnel analysis, targeting & fraud detection.● Contributed to product strategy - end-user interviews, analysis, ideation and design.

● Investigated computational & neural basis of auditory discrimination and decision making● Developed a computational neuroscience algorithm - for the detection of an acoustic signal in a noisy environment using only neural signals from the brain

Investigated the changes induced by chronic stress on the mammalian brain.