SOGHRA BANU

: 009***********, +919*********(Whatsapp),Email : ada5d6@r.postjobfree.com

: https://www.linkedin.com/in/soghra-b-1b7b8a192/

C A R E E R O B J E C T I V E

As an IT professional, I aspire to serve the industry where I can utilize my abilities, skills, and knowledge to be associated with your organization which offers professional growth while being resourceful and innovative.

I would like to obtain an entry level Data analyst position that will utilize my experience of training that includes database maintenance.

P R O F E S S I O N A L S U M M A R Y

Bachelor’s in Computer Science Engineering with around 2 years of experience in the field of data science.

Good knowledge and experience working with relational databases, collecting, understanding/analyzing datasets, cleaning, interpreting, and transforming data.

Decent knowledge on using python packages for transforming and visualization of data. W O R K E X P E R I E N C E

Data Analyst

Optis Information Services India Pvt Ltd, Bangalore, India August 2016-January 2019

Worked on DATA MINING techniques like Text mining, Classification, Regression, and Clustering.

Used R and Python for performing data mining on the gathered data.

Worked with python packages like MATPLOTLIB, SEABORN, NUMPY, SCIKIT-LEARN.

PROJECT 1: Data Analysis on different cars to calculate Miles Per Gallon-Python Jupyter Notebook. o Worked with an unstructured data which has information about different cars. o Exploratory Data Analysis is done and used multiple linear regression machine learning algorithm. o Build a model and split it into train and test data, calculated R squared value which is 0.82. o Model is executed by 84% accuracy

PROJECT 2: Trending news analysis using social media - Rstudio, API account(twitter) o Extracted data from social media networks by creating developer account in twitter. o Collected the live streaming data for every four hours and found the most trending topic. o Performed data analysis using R on real time data of social networking websites using twitter API and Facebook API using packages like stringr, twitter, httpuv, rtweet, wordcloud, tm, ggplot2. o Mapped the most trending keywords using word cloud and done sentimental analysis

PROJECT 3: Testing the efficiency of Titan Insurance Company Scheme- Jupyter Notebook o Collected the data and calculated mean of old scheme and new scheme. o Implemented Statistical Learning and performed Hypothesis testing on incentives of old and new schemes.

o Calculated mean differences, t statistics on two schemes. o Performed Hypothesis Testing to decide whether to reject the null hypothesis by verifying p value which is 0.65 that is greater than 0.05.

E D U C A T I O N

Pragati Engineering College JNTU

2015

Bachelor’s in Computer Science Engineering

Narayana Junior College Board of Intermediate Education 2011

Bachelor’s in Computer Science Engineering

St.Joseph’s Convent School ICSE

2009

Secondary Education

I N T E R N S H I P

ExcelR - Innodatatics

Predicting Flight Delays:

Problem Statement: To predict flight is delayed or not. September 2019 – November 2019

Worked with very large data set of about 58 lakh rows and 31 columns. Data visualization is performed in EDA using ggplot2 in R Studio.

Divided the data into month wise that is 12 models.

Build a models month wise using Ranger Random Forest algorithm and predicted the flight delay more than 15 minutes.

T E C H N I C A L S K I L L S

Database and Tools: MySQL.

Programming Languages: R, Python.

Web programming languages: HTML5, CSS, PHP.

Tools and IDE’s: Spyder, Jupyter Notebook, R Studio, Minitab, Excel. A D D I T I O N A L I N F O R M A T I O N

Date of Birth : 20th May, 1993

Languages Known : English, Urdu, Hindi and Telugu

Marital Status : Married

Location : Dubai

Visa Status : Resident Visa