• As a part of Philips University, working in a role which analyses learning data and offer insights and recommendations to stakeholders to improve the learning design, delivery and offerings.• Responsible for Learning Portfolio Analysis such as consumption, usage trends and forecasts and learner behaviors. Drive a data culture within the learning organization and ensure data driven decision making.• Built Learning Insights - a comprehensive dashboard on learning consumption which helps to understand learning consumption / learner behavior across the organization and enables the stakeholders to address the learning needs of the organization.• Developed a Portfolio Rationalization Approach which ensures an optimized learning portfolio which is effective and well utilized.

• Handling projects ranging from basic exploratory, descriptive analysis, dashboards & visualization to advanced statistical modelling and forecasting.• Understanding stakeholder problem statement and offering potential solutions by using available data and leveraging a team of data scientists, visualization & reporting analysts.• Managed the development of employee flight risk model which plays a pivotal role in retaining high performing talent in the organization.• Developed an optimized process for deploying employees from bench into projects. The project leveraged machine learning algorithm to classify those with faster / slower potential to get placed in internal projects. (Patent filed in India & US)• Timeseries based forecasting of headcount / attrition to ensure optimized resource planning / phasing of hiring. • Predicted corporate revenues, using Multiple Regression with various internal metrics as independent variables. • End to end survey analytics – from sample selection, framing of questionnaire, survey administration (through MS forms), collation of responses and analysis and presentation of findings.• Analyzed Campus hiring over the years and classified institutions, using a K-Means clustering model in order to identify colleges offering strong performers and better ROI. • Played a key part in the evolution of the visualization strategy from a static excel based reporting to a dynamic / interactive visual storyboard. Analyzed historical trends and developed interactive executive dashboards in Excel and Power BI.

• Equity Research Analyst for a European Investment Bank in a role which involved report writing, financial modelling, forecasting and equity valuation.• Analysing companies’ strategy, market position, product mix, management competency, financial and operational aspects. Identifying revenue drivers/events which would have material impact on earnings. Conceptualizing and creating sell side marketing presentations. • Financial modelling for forecasting future earnings potential of companies.• Vendor & Competitive Intelligence: Analysed key events/strategic direction of vendors/competitors and regulatory policies which could potentially impact client’s business.• Team management, mentoring.

Project titled “The Future of Gold Exchange Traded Funds in India”.

• Backend processing for a British bank in a role which involved liaising with the client to resolve queries, improve processes and ensure compliance. Responsibilities included people, workflow & process management.