Data Analysis

Aaditya Goyal

*******@****************.*** +91-904*******

Education

Bachelor of Technology (Honors) Industrial Engineering Indian Institute of Technology Kharagpur

Projects

Automatic Sales Matching

Summary: Data Analysis, Automation of SQL scripts and Quality analysis.

Work done: Prepared and automated SQL scripts from given logic and reduced the total runtime from 20 hours to few minutes.

Completed the quality analysis at each step and coordinated with the team on client side to deliver the final product on time.

Machine Learning Predictive Model

Summary: Feature generation, Data analysis, Algorithm Implementation of ARM and Automation.

Work done: Analysis of data fields for ML algorithm, data analysis for Algorithm fit, End to end implementation of algorithm,

automation of complete model to fit for new dataset for add-on package on Salesforce data-structure.

Implementation of FP-Growth in Scala

Summary: Used pruning methods of ARM FP-growth methodology on Big data fault tolerant structure based in Scala.

Work done: Developed optimized method of dataset pruning for Big data in Scala. Implemented FP -growth pruning methods an

improvement over Apriori algorithm.

Examining the Performance of SME’s in India using Cluster analysis

Summary: Examine the performance of SMEs using cluster analysis to map the pattern of growth mode and strategies.

Work done: Analysis of data of growth of business and market turnover using goals and objectives, level of education,

comparison with competitor, management principle as the variables for cluster analysis.

The result were provided as a guidance to the SMEs to make their policies for improvement in business.

Independent Projects

Orangified.com:

Summary: Successfully ideated College level social media start-up named Orangified.com. Worked for two years heading a team

of 23 members.

Work done: Allotment and review of work to team viz. Public relations, marketing, data entry and user interface. Spearheaded

development of product and successfully made 100 clients.

Tea museum-cum-café project

Summary: Performed an objective based study in Siliguri, Darjeeling and Kolkata for a conglomeration of Tea production houses.

Work done: Initiated and authored the Idea of a Tea Museum-cum-café to serve as a symbol of the Bengal Tea production

industry. Formulated and completed a study providing insights into Tea based restaurant which contains actionable and ready-

to-implement methods and complete b-plan.

Term Projects

Study of Growth of steel ancillary in India (Tata Steel)

Summary: Collection of data for a national level sponsored study in Jamshedpur and preliminary analysis of data of the Tata

steel ancillary.

Work done: Design of Questionnaire, Segmentation of Firms on the basis of material supplied, Data Collection for a period of 2

months by visiting individual units.

Application of Cluster Analysis in Market Research

Summary: Prepared a model for analysing Market segment using cluster analysis.

Work done: Formulation of Methodology, critical aspects of cluster analysis, application on a given practical problem, validation

and managerial implication of result.

Skill Sets

Analysis methods ARM, GBM, Cluster and Factor Analysis, PCA and Neural Networks

Language Python, SAS, Scala, R, SPSS, SQL and Java

Tools and Libraries SciKit-Learn, Orange, Pandas, Weka and MS Excel

Web based HTML, Django, CSS and JavaScript

Awards, Initiatives and activities

Employee of the Quarter: Awarded Best Employee of the Quarter for Jan -Mar 2014 at Sigmoid Analytics, Bangalore.

AD-Design: Won Silver medal twice in a row at Inter-hall Ad design competition IIT Kharagpur.

Hardware Modelling: Awarded best innovation project. Individually designed an automatic garment folder.

Computer awareness camp: Organized an awareness camp in Ranchi, teaching minimum knowledge related to use of computer

and internet to more than 100 daily-wagers.

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