Conceived US entry strategy for an UK fin-tech startup.

Mediated alliance discussions with potentialpartners in professional network.

Recommended advanced analytics techniques to improve fair value predictions thatresulted in reduction of prediction errors by 18%.

Reduced device loan default estimates by 93% for a Fortune 50 telecommunications US division by identifying key

drivers that help predict defaults 60 days in advance utilizing deep learning multilayer perceptrons. Proposed

intervention programs for specific customer segments to minimize defaults in the $360MM loan portfolio.

Enhanced Trial Accelerator Platform for clinical trials with advanced machine learning techniques that resulted in up

to 15% (36-42 months) faster patient enrollment, 10-15% reduction in clinical trial costs and up to 30% reduction in

site defaults

Optimized interview to placement funnel process for a US based recruiting start-up in the technical vertical for 17+

geographical markets by identifying key predictors for candidate acceptance of interviews and client rejections that

resulted in 2.7x placements with 7% reductions in interview requests. Drafted data science programming standards in

R & python utilizing configurable regressors, classifiers and recommenders. Developed case studies for recruiting

data scientists that probed NLP and Deep Learning experience and techniques.