Sharmila Devi Email & Phone Number

Bengaluru, Ka, In

• Conceptualized and built an end-to-end anomaly detection system(univariate) to identify anomalies in task runs based on task duration and throughput.• Identified critical tasks in an environment using multivariate outlier detection.• Designed multiple timeseries model to detect tasks that will have higher execution time in the near future.• Performed multivariate analysis on various cloud assets to give data based recommendations.Additional Initiatives:• Won a company-wide Idea-a-thon competition by designing a "Customer Churn Prediction" model in 2018.• Proposed and implemented a "Recommendation Engine" to predict the next probable product that customer would buy. Received "Honorable Mention" in a company-wide Hack-a-thon competition for the same.Multiple Timeseries Forecasting | Facebook Prophet | Mahalanobis Distance | Grubb's Method | Multivariate Statistics | Classification Algorithms | Azure ML Studio | Market Basket Analysis | Association Rule Mining | APRIORI

• Acted as a Trusted Technical Advisor who helps customers in adopting Informatica products and accelerating their time to value realization.• Proposed multiple ideas that could be implemented to enhance the customer experience and hence, was part of various incubating projects.

Bangalore

• Upgrade-as-a-Service - Identified customer pain-points during customer interaction. Concepetualized, designed and implemented this service which drastically reduced the customer efforts from 4-6 months to 1-2 hours. Received the INFA STAR award for the same.• Mapped customer’s business needs to product’s technical features and assist customers in their implementation.

Bangalore

• Orchestrated the design, development, and implementation of the complete data integration model with Salesforce architects, Database Analysts, Business Teams and Source Teams.• Increased the performance of the long-running Salesforce jobs from 40+ hours to 25 minutes.

Bangalore

• Managed a complex ETL environment with multiple technologies spread across different platforms. • Automated the process of deploying objects from lower environment to higher environment, which reduced the team effort from 4 hours to 10 mins.

Post Graduate Program (Pgp), Big Data Analytics And Data Science

Bachelor’S Degree

Associate’S Degree

High School

High School