Srinath Narayanan

Master's degree and * Year of experience in data Science with strong math background and using predictive modelling, data processing, and data mining algorithms to solve challenging business problems.

Interested and passionate about deep reinforcement learning. Total of 8 Years of experience in IT

Address

VA, 23233

Phone

804-***-****

E-mail

adnj3u@r.postjobfree.com

Data Analysis

Very Good Predictive modeling

Very Good

Strategic Planning

Very Good

R

Very Good

Python

Very Good

SQL

Very Good

Machine Learning Techniques – Regression, Classification, Clustering, Dimensionality Reduction, Ensemble Methods, Natural Language Processing

Work History

Hamilton Beach Project

Perfomed extraction and manipulation techniques using python including large volume of data.

Selecting features, building, and optimizing classifiers using machine learning techniques.

Built models using Pandas, NumPy, Seaborn, Matplotlib, Scikit-learn, Spacy library for developing various machine learning algorithms.

Performed text-mining analysis using NLP techniques in python with the customer reviews for each product category that has sales and to determine the improvement areas of product qualities than ranked lower based on customer reviews.

Ability to tell stories with data using data visualization software using Tableau in conjunction with strong verbal ability.

Responsive Auto Insurance

To identify the disproportionate number of endorsements and claims request that comes from recently written policies.

Partner closely with lines of business senior management to provide analytical support, understand relevant data feeds and potential issues.

Built the linear model to predict the policies that

Very Good

•Deep Learning Model – Neural Network framework with TensorFlow(Keras)

Good

2010-01 -

2016-02

2008-06 -

2009-10

might have some endorsement request which have suspicious activities.

Direct Storage Delivery:

Collected, cleansed by performing explanatory data analysis and provided modelling by analyses of structured data used to support key initiatives for a retailer.

Added featured Engineering to help in understanding of business and data to achieve business solutions.

To build a predictive model for Key Roles and responsibilities performed

Built the neural network model with the deep learning framework to optimize the order quantity that minimizes the manual operator adjustment which can save cost and time using Python.

Performed the randomized search for trial and error and added hidden layers with different optimizers to boost accuracy.

Tuned the models with the different hyperparameter to improve efficiency.

Associate Projects

Cognizant Technology Solutions

Determine the source of the data, coordinate extraction and acquisition.

Work with brands and business units to ensure that all consumer and behavioral data is stored in a centralized enterprise repository using Amazon Web Services, Redshift and C3.

Assess data quality, identify gaps in the data and eliminate irrelevant data.

Prepared Test scripts and test cases which captures functionality of TSYS module.

Have strong experience in agile practices and behavior.

Software Engineer

Attra Infotech Private Limited

Worked in functional analysis, establishing business rules and process flows, design configuration setups

2006-06 -

2007-03

and validations.

Prepared Test scripts and test cases which captures functionality of CMS module.

Preparation of Test Metrics Reporting and defect Management.

Junior Business Analyst

Geomeme Strategic Consulting

Built out the data and reporting infrastructure from the ground up using Tableau and SQL to provide real-time insights into different blog categories and business KPI's.

Created use case specifications according to the business requirements and designed use case diagrams an sequence diagrams and prepared web page mock ups in Microsoft Visio.

Performed SQL statements to identify type of students and their departments who engaged in posting blogs.

Education

2019-01 -

2021-01

2002-01 -

2006-01

Master of Decision Analytics

Virginia Commonwealth University

GPA: 3.97

Bachelor of Engineering: Computer Science

Anna University

GPA: 3.20

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