Namrata Kakade

Address: ***** ***** ***** ***., *** 102, Farmington MI – 48335 LinkedIn: in.linkedin.com/in/namratakakade09

Email: ac0xqu@r.postjobfree.com Mob: 864-***-****

Data Analyst with interest in statistical inferencing, pattern recognition, predictive modeling and Big Data analytics. A cumulative professional work experience of 3 years. Technical skills include:

R

Python

SQL

Tableau

Qlikview

MS Office

Model Risk

Hadoop

Pig

STATISTICA Data Miner

MapReduce

SAS

Rapid Miner

Hive

MS - Masters in Data Analytics, GPA: 3.96/4

Major: Computational Science and Applied Mathematics

Jan 2016 – Aug 2017

Harrisburg University of Science & Technology, Harrisburg PA

MBA – Masters in Business Administration, GPA: 3.25/4

Major: Business Design & Innovation

July 2012 – April 2014

Welingkar Institute of Management Studies, Bangalore India

BE – Bachelors in Mechanical Engineering, First Class

Aug 2005 – July 2009

University of Pune, Pune India

Analytics – I (Statistical linear and non-linear modeling)

Data Visualization

Analytics – II (Descriptive & Predictive Techniques)

Data Engineering & Mining

Applied Statistical Methods

Business Analysis

Sentiment Analysis (Text mining)

Risk Modeling & Assessment

Consultant (Data science)

Jan 2017 – May 2017

Project: Analyze device utilization data

Performed the initial statistical exploration and visualization using R to gain insights on the data.

Built time series forecasting and random forest model to predict the weekly device utilization hours.

Project: Create Tableau Dashboard

Creation of metrics, attributes, filters, reports, and dashboards.

Created advanced chart types, visualizations and complex calculations to manipulate the data.

Business/Data Analyst Intern

Jan 2016 – March 2016

REAL WORLD TECHNOLOGIES, Michigan USA

Conducted user and business needs analysis for Business Intelligence application.

Generated requirements documentation, and translated into system specifications which included data maps from source data to destination repository, functional specifications of the Business Intelligence Reports.

Analysed the data/reports in the existing data warehouse and proposed new ways to acquire and represent information.

Market research Intern

June 2014 – Aug 2014

TATA TECHNOLOGIES, Thailand

Gathering, analyzing and synthesizing data on areas including oil gas, heavy machinery and presenting information for various emerging market.

Forecast yearly financial revenue from new sector.

Developed "Go-to market strategy" with the help of marketing & strategy teams

Management Intern

May 2013 – June 2013

AKER POWERGAS SOLUTIONS, Pune India

Used in-house project execution tool to identify the status of a project and make changes if needed.

Market research Intern

Feb 2013 – April 2013

INFOSYS, Pune India

Assess market opportunity for alternative ordering channels for Traditional Trade in India.

Quality Executive

TATA Technologies Ltd., Pune India

Feb 2010 – July 2012

Dashboard/Scorecard: define metrics, generate ad-hoc reports, Service Agreements and establish QA/QC strategy.

Analyze project management data and conduct trend analysis, aiding decision making.

Quality Management System (QMS) Implementation in Germany, France, UK, Thailand branches of TATA Technologies and provide training to the personnel. Conduct internal audits to monitor process compliance.

Tesla’s Sales Performance Analysis (ANLY 500 – Analytics I)

Analyze multiple variables that have a higher potential to affect sale of Tesla’s vehicles.

Normalized and standardized the data obtained from various sources to eliminate scaling factor differences.

Multiple linear regression model built and trends analyzed using R.

Areas: regression modeling, data visualization, time series modeling

Amazon’s Fine Food Reviews Sentiment Analysis (ANLY 520 – Sentiment Analysis)

Analyze unstructured ‘Fine food reviews’ and build prediction model for sentiment analysis using Naive Bayes classifier.

Removing ‘noise’, create a ‘corpus’ appropriate for the tool and tokenize the data before analysis.

Build prediction model to classify the sentiment and select best model for sentiment recommendations.

Areas: Natural Language Processing (NLP), text mining

Visualization Dashboard for Personal Informatics (ANLY 512 – Data Visualization)

Develop a visualization dashboard for personal informatics. Design a set of visualizations within a dashboard.

Areas: ggplot, Shiny, flexdashboard

Predict the access level for new employees (CISC 520 – Data Mining)

A predictive model was built using qualitative and quantitative historical data, to predict a new employee’s access needs.

Areas: Machine leaning algorithms

Risk Modeling and Assessment for General Motors (ANLY 515 - Risk Modeling and Assessment)

Goal of the project was to analyze the company and competitors and review the best conditions to compete in the market.

Analyze company’s historical financial data, probability distribution selection, develop simulation and optimization models that can support decisions.

Areas: predictive modeling, time series modeling, Monte-Carlo simulation, Markowitz Model

Employee of the Quarter (Q4 2012) - TATA Technologies Ltd., Pune, India

Lean Six Sigma Green Belt

Internal auditor for AS 9100 C, ISO 9001:2008, ISO 270001

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