Data Manager
Resume:
Avinash
Singh
Avenue,
Apartment
2R,
Jersey
City,
NJ
07307
(201)
889
1067,
********@*******.*** OBJECTIVE: A
full- time
position
in
the
field
of
Computer
Science
and
Data
Analytics EDUCATION: Stevens
Institute
of
Technology,
Hoboken,
NJ Master
of
Science
in
Computer
Science
expected
12/2015 GPA:
3.92/4
M.S.Ramaiah
Institute
of
Technology,
Bangalore,
Karnataka,
India Bachelor
of
Engineering
in
Computer
Science
07/2013 GPA:
7.82/10
SKILLS: Programming
Languages:
Java,
R,
SQL,
Python,
C,
C++ Database
Systems:
MS
SQL
Server,
My
SQL Technologies:
HTML,
CSS,
Servlets,
JSP,
XML Scripting
Languages:
JavaScript,
PHP
Other
Software:
Microsoft
Visual
Studio,
Microsoft
SQL
Server,
Microsoft
Office,
Microsoft
Windows,
Mac
OS
X, Fedora,
Unix,
Macromedia
Dreamweaver,
Net
beans,
Visual
Studio,
Visual
C,C++,
Notepad
++, Eclipse,
R
Studio,
Amazon
EC2,
Moqups. Certificates:
Workshop
on
HADOOP- CLOUD
COMPUTING,
Microsoft
Dream
spark
Yatra, Social
services
of
the
ROTARY
CLUB EXPERIENCE: Larsen
&
Toubro
InfoTech,
Edison,
NJ,
USA
06/2015
–
08/2015 Big
data
Intern:
• Training Was provided on: - R programming, Getting and Cleaning Data, Exploratory Data Analysis, Reproducible Research,
Statistical
Inference
and
Regression
Models.
• Statistical Analysis and Prediction of online news popularity: Applied various statistical and machine learning techniques to predict popularity and analyze articles published by Mashable. Algorithms Used: KNN and Linear Regression.
Technology
used:
R,
R- Studio
and
Microsoft
Excel.
• Bank Concentration and Crisis: Using data of 79 countries over the period of 17 years, the impact of bank concentration, regulations and national institutions on the likelihood of suffering a systemic banking crisis was evaluated. Algorithms used: Principal component analysis, linear discriminant analysis, KNN and logistic Regression. Technology
used:
R,
R- Studio,
and
Microsoft
Excel.
• Created
an
Interactive
dashboard
that
used
statistics
to
analyze
the
daily
activities
of
consultants
within
L&T
InfoTech. The hourly data
was collected on a daily basis and
was incorporated in the dashboard.
Which
was used for internal Auditing
and
how
business
is
doing
for
various
IT
teams. Digital
Raddish
PTY,
Varanasi,
Uttar
Pradesh,
India
11/2013
–
05/2014 Analyst
Intern:
• Analyzed
the
needs
of
the
business
customers
and
coming
up
with
solutions
to
business
problems.
Worked
closely
with data
architects,
developers,
test
managers,
business
stakeholders,
and
project
managers
to
achieve
project
objectives in
defined
time
frames.
• Conducted
requirement
workshop
with
the
client,
documented
detailed
system
requirement
specifications
(Functional
and
non- functional),
business
rules
and
business
process
flows.
• Created
Business
Requirement
specifications,
maintain
traceability
report
and
client
sign- offs,
• Worked
with
offshore/onshore
Project
Manager to
work
on
delivery report
providing
order
of
magnitude to various proposal.
PROJECTS: Stevens
Institute
of
Technology,
Hoboken,
NJ Analysis
of
Diabetic
Dataset
having
a
record
of
more
that
100,000 12/2014
• Implemented
clustering
and
decision
tree
techniques
to
identify
different
patient
segments.
• Designed
the
plot
and
graph
using
data
mining
algorithms,
K- means
clustering,
Naïve
Bayesian
and
K- Nearest
Neighbor. Predicting
the
Success
of
Bank
Telemarketing 05/2015
• Performed
multi- variate
descriptive
data
analysis
on
Bank
Telemarketing
dataset.
• Performed
dimension
reduction
using
Principal
Component
Analysis.
• Classified
data
using
Logistic
Regression,
and
Linear
Discriminant
Analysis.
• Predicted
which
customers
were
potentially
interested
in
buying
the
long- term
policy. Sentiment
Analysis
and
Accuracy
for
Restaurant
Reviews 05/2015
• Scraped
reviews
from
popular
restaurant
websites.
• Categorized
reviews
as
positive/negative
after
cleaning
the
data
for
stop
words
and
forming
n- grams.
• Built
a
model
based
on
the
reviews
with
a
balance
on
positive
and
negative
reviews.
• Used
Python’s
scikit
libraries
to
run
algorithms
and
predict
whether
the
new
data
is
positive/negative. M.S.Ramaiah
Institute
of
Technology,
Bangalore,
Karnataka,
India Cloud
Computing
Security
from
Single
cloud
to
Multi
Cloud 06/2013
• Depicting
the
need
to
use
multi- cloud
over
single
cloud.
• Data
was fragmented into three parts and
was encrypted by Shamir’s Secret sharing algorithm and
was stored into three
different
servers.
• When
required
user
enters
his
password
the
data
is
retrieved
from
all
the
servers
and
decrypted
and
merged. Student
Information
System 05/2011
• An
online
College
Portal,
consisting
of
student,
faculty,
Principal,
Department
Head
and
Administrator
login.
• Student
can
retrieve
information
regarding
academics,
i.e.
Attendance,
Marks,
subject,
etc.
• Faculty
can
give
attendance,
marks.
Principal
and
Department
Head
can
see
the
performance
of
each
class. An
online
website
for
selling
mobile
phones. 05/2011
• 250
Mobile
phones
were
listed
of
all
the
different
companies
available
in
the
market.
• Mobile
phone
price
was
compared
with
different
website
present
in
the
market. Subjects: Introduction
to
Java Knowledge
Discover
and
Data
Mining Fundamentals
of
Cyber
Security Multivariate
Data
Analysis
I Intro
to
cloud
computing Web
Analytics Human
Computer
Interaction Introduction
to
Ecommerce Algorithms
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