Ashima Singh, PMP

Ashima Singh, PMP

United States
3K followers 500+ connections

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About

Enthusiastic and motivated Data science professional with over 10 years of experience…

Activity

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Experience

  • Deloitte Graphic

    Deloitte

    Middlesex County, New Jersey, United States

  • -

  • -

    New Jersey, United States

  • -

    Dallas, Texas, United States

  • -

Education

  • The University of Texas at Dallas Graphic

    The University of Texas at Dallas

    Trained to be a successful Data Scientist, Data Analyst and Data Engineer.
    Completed the training and projects in the following areas.
    • Probability and Statistics
    • Quantitative Introduction to Risk and Uncertainty in Business
    • Database Foundations
    • Business Analytics with R
    • Applied Econometrics and Time Series Analysis
    • Marketing Predictive Analytics using SAS
    • Marketing Management
    • Prescriptive Analytics
    • Big Data Analytics
    • Data Warehouse…

    Trained to be a successful Data Scientist, Data Analyst and Data Engineer.
    Completed the training and projects in the following areas.
    • Probability and Statistics
    • Quantitative Introduction to Risk and Uncertainty in Business
    • Database Foundations
    • Business Analytics with R
    • Applied Econometrics and Time Series Analysis
    • Marketing Predictive Analytics using SAS
    • Marketing Management
    • Prescriptive Analytics
    • Big Data Analytics
    • Data Warehouse System
    • Programming for Data Science
    • Machine Learning
    • Advanced Business Analytics using R

  • Trained to succeed as a professional Computer Science Engineer.
    Post Graduated with Honors in Master of Technology in Computer Science.
    Published Research in International Journal of Computer Science Issues on Prioritizing Test Cases using Genetic Algorithm.

  • Represented the college in Paper Presentation Competition at National Level and won first prize.
    Internship at HCL: Developed Concurrent Server using C++ and Java.
    Graduated with Honors in Bachelor of Engineering in Information Technology.

Licenses & Certifications

Volunteer Experience

  • PINKERTON | Corporate Risk Management Services Graphic

    Research Associate

    PINKERTON | Corporate Risk Management Services

    - 3 months

    Science and Technology

    • Created the reports for the clients Accenture, IBM for the background verification of Employees.
    • Visualized the data in Tableau and created dashboards about the percentage of reports from different organizations which are red(not verified), orange(pending) or green(verified).

  • INDIAN RAILWAYS Graphic

    Business Analyst

    INDIAN RAILWAYS

    - 1 year 2 months

    Science and Technology

    • Requirement gathering from the Indian Railway Officials for the SCADA system for North Eastern Railways
    • Created FRS, BRD, SRD, SDD
    • Worked on Process Flow Diagram
    • Worked onto ER Diagrams and Dimension Modelling using Erwin.
    • Created KPI and Business Intelligence Reports for data insights.
    • Co-ordinated SCRUM meetings, Prioritized the task, assigned to the work, and took periodic meetings to check the progress.

  • Animal Welfare Graphic

    Volunteer

    Animal Welfare

    - 1 year 2 months

    Animal Welfare

  • Teacher

    Ekta Modern

    - 4 years 6 months

    Economic Empowerment

    • This is an NGO based in India to help the unprivileged children in the society by providing them education. This NGO is striving to provide an excellent education to all children and to eliminate educational inequality from the country. I was working as a teacher in this NGO. I collaborated in a co-teaching classroom to teach Mathematics, English, Science, Computer to 30 less privileged students of grade 6,7,8.

  • The University of Texas at Dallas Graphic

    Instructor

    The University of Texas at Dallas

    - 5 months

    Teaching students of 6,7,8 grade drawings and games with Javascript, building mobile apps
    Making them used to the syntax errors in a friendly way.

Publications

Courses

  • Advance BA with R

    MIS 6357

  • Applied Econometrics

    ECON 6306

  • Big Data Analytics

    BUAN 6346

  • Business Analytics with SAS

    BUAN 6324

  • Business Data Warehousing

    MIS 6309

  • Database Foundation

    BUAN 6320

  • MKT Predictive Analytics with SAS

    BUAN 6337

  • Machine Learning

    BUAN 6341

  • Marketing Management

    MKT 6301

  • Prescriptive Analytics

    BUAN 6398

  • Python

    MIS 6v99

  • Statistical and Data Analysis

    OPRE 6301

Projects

  • Iterative server | Concurrent Server|C /C++

    Developed iterative server using Pipes where the client can have remote login to the server.
    Further enhanced the iterative server to the concurrent server using threads to handle multiple clients at one time .

  • Design Program for Scheduling Flights in Python

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    • Created and optimized flight schedule using python among three airports, 6 terminals, and six aircraft
    • Used python data structures and loops extensively
    • Exported the results to CSV file

    See project

  • Universe Design for Airbnb Company using ERwin, SAP BO and WEBI

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    • Implemented ER Model, dimensional model using ERwin data model and populated physical database using SQL queries
    • Created database objects like tables, views, indexes using DDL, DML statements and used joins for merging tables
    • Designed universe for the Airbnb dimension models using SAP Business objects universe design tool
    • Populated reports for end users using SAP business objects web intelligence tool for Airbnb dimensional model

  • Database design and implementation for a hospital using MS Access and MS SQL Server

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    • Designed user input forms with validation checks, summary reports and sub-reports using MS Access
    • Enhanced and updated the existing SQL server database and connected it to MS Access to store data

  • Statistics : Risk and Uncertainty in Business

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    Performed Descriptive Data Analysis using different methods like Regression Analysis, Sampling, Hypothesis Testing, T-test, F-test, Anova Modelling for predictive analysis and Data Forecasting.

  • Nursing Homes Rating, Predictive Marketing Analytics- using SAS

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    Data Mining using SAS Enterprise Miner
    • Analyzed Nursing Homes Data to provide strategic decision direction to the selection of good nursing Homes
    • Built Regression, Neural Network, and Decision Tree and observed the best model using confusion matrix method
    • Created an analytical model which predicted the best Nursing homes with their performance metrics

  • Customer Sentiment Analysis on Twitter using Cloudera – Big Data

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    • Performed data analytics on data streaming into HDFS & Solr and found out attitude of the mass in positive, negative or neutral for a product.
    • Found out the most trending hashtags in a day and how many times tweets are posted
    • Performed sentiment analysis on customer opinions and responses on a certain product to get business insights.

    • Responsible for analyzing the data using Map Reduce, Pig, Hive to generate results from Hadoop to downstream systems.
    • Responsible for…

    • Performed data analytics on data streaming into HDFS & Solr and found out attitude of the mass in positive, negative or neutral for a product.
    • Found out the most trending hashtags in a day and how many times tweets are posted
    • Performed sentiment analysis on customer opinions and responses on a certain product to get business insights.

    • Responsible for analyzing the data using Map Reduce, Pig, Hive to generate results from Hadoop to downstream systems.
    • Responsible for creating Hive tables, loading data and writing hive queries.
    • Worked extensively with HIVE DDLs and Hive Query language (HQLs).
    • Implemented SQOOP for large dataset transfer between Hadoop and RDBMs.
    • Used Sqoop widely in order to import data from various systems/sources (like MySQL) into HDFS
    • Installed and configured Flume, Hive, Pig, Sqoop and Oozie on the Hadoop
    • Used Flume to collect, aggregate, and store the web log data from twitter source and pushed into HDFS.

Honors & Awards

  • Applause Award

    Deloitte

    Rewarded for the contributions to the success of U.S. firms and superior work that demonstrated dedication and willingness to go the extra mile!

  • Applause Award

    Deloitte

    Rewarded for excellence in your work contributions

  • Visual Design Hackathon - The Challenge

    Deloitte

    Won Prize in Visual Design Hackathon

  • Paper Presentation on Robotics and Natural Language Processing at National Seminar.

    -

    Won the 1st Prize and a cash prize of Rs 2100 for presenting a paper on Robotics and Natural Language Processing.

Languages

  • English

    Native or bilingual proficiency

  • Hindi

    -

Organizations

  • Big Data Club

    -

    - Present

  • Intelligence Analytics Society

    -

    - Present

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