UMESH KHATRI +1-832-***-****
Project Manager - Analytics *************@*****.***
With over a decade of experience in Analytics, I possess expertise in the domains of energy, marketing, campaign management, customer experience, and hospitality. Additionally I bring over 5 years of valuable experience in both people management.
Work Experience
Project Manager, EXL Service
Jul 2015 – Present, Houston, USA (Till May ‘22 - Gurgaon, India) Managing a diverse portfolio of projects ranging from $500K to $1 million, leading a team of 10+ professionals. Key accomplishments include:
Spearheaded the design and implementation of a forecasting model for the Supply Chain team, providing insights into annual projection of $80 million
Developed and maintained a Business Intelligence (BI) report, providing operations with in-depth analysis capabilities resulting in significant monthly time savings of approx. 1000 hours
Conducted regular client engagement sessions to identify process gaps, understand requirements, and deliver tailored solutions.
Engineered propensity models to assist on-field engineers in prioritizing energy theft visits delivering cost reduction by 5% on yearly basis
Formulated methodologies to optimize the generation of probable theft leads.
Streamlined and tracked various Business-As-Usual (BAU) activities through the development of BI dashboards.
Led the Propensity Modelling team, overseeing the creation of BAU models for the marketing team and conducting ad-hoc analyses.
Innovated a model monitoring tool to assess the usability of existing models, facilitating the planning of future campaigns for improved Return on Investments (ROIs).
Devised a model mix framework to optimize new marketing campaigns in the absence of historical data.
Developed an Excel Macro-based price reconciliation dashboard for enhanced financial management.
Implemented a matching propensity model to identify the right mix of test and control samples for new campaigns.
Created propensity models for up-sell, cross-sell, churn, or acquisition based on previous campaign data. Analyst, WNS Global Services
Aug 2013 – Jul 2015, Bengaluru, India
Developed predictive models as a part of drivers analysis using survey data
Other ad-hoc analyses included performing data mining, cluster analyses and other statistical analyses DB Specialist, Fidelity Investments
Jul 2012 – Aug 2013, Bengaluru, India
Estimation of Retirement Benefits
Education
M. Sc. in Statistics, Jul 2010 – Jun 2012
Central University of Rajasthan (CGPA: 7.46/10)
Skills
Technical
R/Python
SQL - Oracle, MS SQL, Hive SQL, SSIS/BIDS
Teradata
SAS EG/base/E-miner
Power BI / Tableau / Excel Macro
Modelling
Statistical/Predictive/Propensity
Linear/Logistic/Non-linear Regression
Random Forest/Decision Trees/ XGBoost/
Machine Learning
Model Monitoring
Time Series Analysis/Forecasting
Hypothesis/ AB Testing