Jul 2020 – Present · 5 yrs 8 mos · United States

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Jun 2019 – May 2020 · 11 mos · United States

• Worked on business development and building a holistic view of the customer journey for New Ventures, PwC. Led marketing analytics initiatives for recommendation engine, churn analytics.

Oct 2016 – Sep 2018 · 1 yr 11 mos · Pune, India - Sunnyvale, US

• Led AI development, designing and implementing new neural network architectures using the tensorflow framework and deploying it using the Google Machine Learning cloud. Our neural networks outperformed vendor systems like wit.ai for NLP and NLU (Natural Language Understanding) in accuracy . Used python, pandas, tensorflow, numpy, scipy, gcloud technologies, and machine learning libraries like keras.

May 2016 – Sep 2016 · 4 mos

• Managed/marketed a NAT-CAT tool for Catastrophe bonds for natural risks - earthquakes, floods and hurricanes.

Sep 2015 – May 2016 · 8 mos

• Identified market opportunities and worked on business model: travel transactions.
• Segmented target audience for customer acquisition increasing retention by 5%.
• Automated business reporting with python and R scripts saving 1-2 work days per week.
• Analyzed behaviors of customer profiles to predict activity based loyalty of users with 70% success.
• Data driven insights on customer behaviors and real-time re-engagement strategy recommendation.
• Implemented analytics with logistic regression, cluster analysis, random forest.

Feb 2015 – Aug 2015 · 6 mos

• Designed analytics around market trends and signals in trade fluctuations increasing revenue by 15%.
• Built dashboards and tools to automate reporting and visualize performance of trading strategies.
• Automated collection and warehousing of market data and tested algorithms’ performance on past data.

Apr 2013 – Jan 2015 · 1 yr 9 mos · Delhi, India

• Built analytics around signals contained in fluctuating trade prices to increase HFT trade amount to 23%.
• Developed platform for automated business and analytics reporting and forecast stress outcomes.
• Designed real-time risk management platform managing risks on trade positions.

Nov 2011 – Apr 2013 · 1 yr 5 mos · Wakefield, RI, USA

• Developed platform to wrangle unstructured data from multiple sources for plug-n-play algorithms.
• Identified opportunities to develop scientific visualization solutions - dashboard and tools - for clients.
• Managed relationships with clients in environmental science projects needing software platforms.

Jul 2011 – Oct 2011 · 3 mos · Murray-Hill, New Jersey, USA

• Wrote engines for automated test, build and release tasks which reduced code build time by 30%.

Sep 2006 – May 2011 · 4 yrs 8 mos

• Taught undergraduate students in laboratory classes.
• Helped set up and troubleshooted educational software used in undergraduate laboratory classes.

Jan 2001 – Jan 2005 · 4 yrs

• Research in condensed matter physics, particularly on Bose Einstein Condensation (BEC), polaritons and Rayleigh-Taylor Instabilities in Bose-Einstein Condensates.