I lead the product space for Alexa Paralinguistics, where I’m enabling the interactions with Alexa to be more fulfilling, natural and fun for anyone, anywhere with paralanguage detection capability (i.e. detecting not only “what” but also “how” a customer speaks, such as their tone and sentiment of the voice, whisper, speaking rate etc).Continuing to innovate on behalf of our Alexa customers by collaborating with world class engineers, product managers and scientists.

Making Alexa smarter with Emotions Understanding and Sound Based Events (e.g. glass breaking, smoke alarms) Detection capabilities to delight our customers. Collaborating with a team of world class scientists, engineers and product managers to innovate on the behalf of our customers.

I owned the roadmap and delivery of technical retail products to ensure the best experience for both internal and external customers and expand the Amazon's international retail business.

Was responsible for initiating and successful completion of "new programs for the middle mile" (mainly focused on the "sort centers") to improve the experience of millions of customers in North America and the company's bottom line every year.

Working as a customer facing engineer at MModal, I "leveraged" cutting edge technologies such as voice recognition, natural language processing (NLP) and "applied" software engineering skills to help hospitals reduce medical documentation costs and doctors make clinical decisions.

Formulated go-to-market strategy and constructed "Sales toolkit" for the Chicago Startup "Spoter (http://www.spoter.co/) " to get the first thousand customers. Performed market analysis, industry trend studies, competitors evaluation, customer segmentation, price elasticity analysis, distribution channel exploration. Loved the cold calling part. The startup had achieved 500+ customers by end of the internship and it still continues to grow on the foundation that we as team built.

As a technology consultant at the boutique consulting firm, Orbitra LLC, I helped the client "UNITED PARCEL SERVICE (UPS)" to enhance their shipping and billing software. The software helps UPS to deliver millions of packages everyday around the world.

Working for technology boutique consulting firm, Vensai Technologies, I helped the client "FANNIE MAE" to automate the manual process of prepayment penalty calculation. This was part of enhancing their complex Mortgage Backed Security (MBS) software, which has generated more than $2.8 trillion in liquidity since 2008 to help millions of Americans to realize American dreams.

Automated data analysis to construct Alternative Beta Index (which today has a market value of ~$1 billion); helping over 1000 institutional investors to adopt strategy used by hedge funds, but with greater transparency, lower fees and fewer regulations