-Won the John Perry Prize Award for the work on Asthma in Nov 2022 -Worked on document information extraction - Rules-based methods, NLP methods – NER, LLM-Amazon Textract, AWS Python development -Helped with a project to understand appropriate skill mix for optimum primary care operations by using ML methods. -Worked with real world primary care electronic health records to help with quicker and efficient identification of asthma patients using machine learning methods. -Helped with building a SQL based tool to measure the KPIs for patient treatment targets -Deep Learning methods – MLP, CNN for supervised classification -Power Bi reports – analysis of patient data for reviews -SQL Server to load data onto the database, to prepare the data, clean and pre-process, to build models for train/test using Python, SQL.

NEL | Sep 2020 - Feb 2021

Data Analyst Intern

Text and sentiment analysis of patient survey using key topic extraction and clustering of the text using BERT transformers with reports on Power BI SQL querying data cleaning and feature engineering Regression analysis of patient data. Built models to understand risk factors. forecasting modelling using R and power bi

Vodafone | Oct 2014 - Apr 2015

Solutions Developer

Worked on the Vodafone M-Pesa Change Management Reports Automation. have been responsible for gathering and evaluating business and technical requirements from the Change Team as well as the Service Operations Team. Designed a tool that accommodates for global access of the reports while providing for automation of reports. This tool provides customized/enhanced reports for the Change team, extracting data from the Remedy Software Worked on the implementation, testing and deploying of the web application I have also quickly picked up new technologies to provide the best solution to accommodate changes to the database access. Improved the quality of Change Management Performance and Reporting • Worked independently throughout the development cycle Technology Used: Sharepoint 2010, Web Services, SOAP, MS Access, Visual Basic for Applications (VBA), Excel

Dun & Bradsteet | Aug 2004 - Jun 2006

Solutions Developer

• Responsible for developing a custom application for Talent Management for D&B – Business Requirements, Functional and Technical Architecture, Development, Testing Deployment and Training, hand over and support. • Instrumental in setting up a database on MS Access for the purpose of talent assessment • Developed an interface to upload data from Excel template sheets (which were used for Assessments) onto the database using VB6.0 • Provided for modification of the data through user-friendly screens • Developed an extensive report system to create excel reports from a few/all possible criteria, which was very much appreciated by the users. • Developed and tested the software within the user’s budget and time frame. • Instrumental in maintaining the database with updates whenever required • Also provided the necessary training to the team of users Technology Used: Visual Basic 6.0 as the front-end, Microsoft Excel 2000 for Data Input as well as Reports, Microsoft Access 2000 as back end

Mphasis | May 1999 - Jan 2000

Associate Software Engineer

Role: Associate Software Engineer • Took part in design, implementation and testing of the software • Developed a compiler using Lex and Yacc to set up the required format from the Electronic Data Format(EDF) • Worked on the Translator software that converts the EDF data to user defined format using C language on OSS platform on Tandem Server Technology/Tools Used: OSS (Open System Services) on Tandem, C, UNIX, Lex and Yacc

My Education

Take a look at my formal education

Master's degree-MSc, Advanced Computer ScienceUniversity of Reading | 2019

Bachelor of Engineering (B.E.), Computer Science and engineeringDayananda Sagar College of Engineering, BANGALORE | 1998

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