Jyotsana Rai Contact: +917*********
Seeking opportunity in field of machine learning/ data science with an objective of enabling organization make data driven decisions.
A resourceful, self-motivated, results driven professional with 1.6 years of experience in Software Development and possesses valuable transferable skills including outstanding interpersonal relationships across global sectors.
Followed the project life cycle methodology defined under the process framework; ensured that deadlines were met within project budgets
Translated business problems into analytical solution and conducted client assessments and requirements gathering for scope definition; improved existing business by increasing profitability and client satisfaction
Best performer in live projects across all Pune batches of GLIM, since the inception of this program.
Managed the project by evaluating multiple levels of risk for commercial and industrial clients ensured successful delivery with highest levels of service offerings to the customer
Post Graduate Program in Business Analysis and Business Intelligence (PGP-BABI 1-year classroom, 2018-’19) from Great Lake institute of Management & IIT Stuart School of Business (Dual Certificate)
B.Tech. in Bioinformatics from Dr. D.Y. Patil University.
•Development Languages: R, Python, SQL, C#, Asp.net
•Data Analytics Tools: R-Studio, Anaconda
•BI Reporting Tools: Tableau, MS Excel
•Selected Coursework: Statistics with R, NLP
•Statistical Methods: Hypothesis testing, ANOVA, Dimensionality Reduction
Data Science Academic Projects and POC’s (e-portfolio)
From Jan’15 to Jul-16
Designation- Software Developer
Tools- C#, Asp.Net, SQL
Organization- Osource India Pvt Ltd
•Supported all business functional components and provided support assistance to all functional business component.
•Develop business architecture using requirement such as scope, processes, alternatives and risks.
•Translated business problems into analytical solution and conducted client assessments and requirements gathering for scope definition; improved existing business by increasing profitability and client satisfaction
•Followed the project life cycle methodology defined under the process framework; ensured that deadlines were met within project budgets
•Developed software solutions by studying information needs, conferring with users, studying systems flow, data usage, and work processes
•Participated in the Software Development Lifecycle (SDLC) right from requirement analysis, documentation (functional specifications, technical design), coding and testing (preparation of test cases along with implementation) to maintenance of proposed applications
•Sentiment Analysis of two major political parties in India using Twitter
Analyzed the reaction, communication and sentiment of users on twitter on leading events/trends. Perform the text mining, clustering and topic modeling, sentiment analysis on the tweets and find out the positive, negative and neutral opinions about the political parties.
•Built a Machine learning model to predict the choice of transport for a company's employees
Analyzed the employee database of a firm with around 500 employees. Built a Machine learning model that best explained the employee's decision to use a specific medium as his/her main means of transport.
•Regression Model to determine market valuation of properties
A regression model was built to determine a fair market value for properties. To understand the factors that might influence the market valuation of the property, data was collected for a large number of factors, including size, time of sale, elevation, location on 31 by-land properties sold during the past 10 years.
•Date of Birth: 20th March 1990
•Language Known: Hindi and English
Business Analytics / Data Science
Clustering (Hierarchical & k-Means)
Principle Component Analysis
Model Performance Measure