CURRICULUM VITAE
Saikumar Allaka
Email id:saikumar.allaka2011@gmail.com
Mobile: 8125513816
Professional Summary
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Joined in Tech Mahindra on Nov 30, 2010. Have 3.3 years of experience in various
technologies.
Technically have strong/sound knowledge in developing Map Reduce programs, Pig.
From the past 1 year I am working on Business Analytics projects. I have acquired good
knowledge in R Lang, Text and Data Mining, Big Data and Machine Learning
Techniques.
Worked on Game Loyalty Program project to identify loyal customers using R as the
primary tool and JGR for Visualization.
Worked on Stocks Portfolio Optimization to minimize risk and get good returns.
Worked on Big data projects using Map Reduce, Pig, and RHadoop.
Currently I am working on Recommender systems.
Have 10 months of project experience on Charge@OnceMediate (CMD) NOKIA SEIMENS
NETWORKS Java Mediation tool
8 months of experience in Citibank project migration of data from Anacomp to CMOD,
acquired skill on Content Management Tool CMOD and UNIX shell scripting.
Around 8 months of experience in python Scripting language.
Have 6 months of experience in content management.
Around 1 year of experience in Hadoop ecosystem.
Served clients in the telecom, banking and financial services.
Good knowledge on Basic Unix Commands, Core Java.
Good knowledge in big data concepts and have in-depth understanding of big data use
case scenarios.
Good understanding of HDFS, Map Reduce.
Have experience in writing HQL queries.
Have good experience in Map Reduce using python and Java.
Good knowledge in PIG, HIVE and SQOOP.
Strong debugging and problem solving skills.
Self-motivated and able to work independently and as a member of a team.
Excellent communication, interpersonal and analytical skills.
Quick learner and adaptive to new and challenging technological environments.
Ability to prioritize, multi-task, work under pressure, and deliver on time.
Skill Profile – Technical
Programming Languages
Core Java, R
Scripting Languages
Basic Unix Shell Scripting, Python
Framework
Hadoop
Big Data technologies
Hadoop, HDFS, Hive, Pig, MapReduce, sqoop, RHadoop.
Visualization tools
Tableau, JGR, R
Numerical computation tools
Octave, R
Operating System
Linux, CentOS, Windows xp, vista and 7.
Web Technologies& Scripting Languages
Python, JSP and Servlets.
RDBMS
Oracle
IDE / Tools & Utilities
Eclipse, Net Beans, R Studio, JGR.
Machine Learning Techniques
K Means Clustering, Kernel K Means Clustering, Naïve
Bayes Classifier, Linear Regression, Logistic regression,
Decision Trees, Random Forests,Neural Networks
Association Rules, Market Basket Analysis.
Predictive Analytics
Time Series Analysis, Linear Regression, ARIMA.
Optimization and Decision Analysis
Linear Optimization, Quadratic Optimization, Genetic
Optimization, Goal Programming, Data Envelopment
Analysis.
Certifications:
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Big Data Analytics - Demos
Hadoop and Amazon Cloud
Hadoop Fundamentals -1
Data Science
Computing For Data Analysis
Qualifications:
Bachelor of Technology,
2006-2010
Board of Intermediate
Education, 2004-2006
Secondary School Education,
2003-2004
VNR VJIET, JNTU
ECE
67.9%
Nalanda Junior College.
(M.P.C)
94.5%
Pragathi Vidya Niketan
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84.3%
Professional Experience:
Client
Project
Role
Period
INSOFE
Game Loyalty Program
Team Member
6 months
Description: Identify most loyal customer for the gaming company based on its
customer’s details and their previous game preferences.
Roles and Responsibilities:
Use the customers demographic and their past game preferences to discover
relationship between the know characteristics of a customer to their reaction to the
loyalty program assuming that customers demographic and game play preferences
would help us define loyal customers.
Environment:
R Lang, JGR, Tableau
Client
Project
Role
Period
INSOFE
Stocks Portfolio Optimization
Team Member
6 months
Description:
To identify the best portfolio from the available stocks by minimizing risks and get best
returns.
Roles and Responsibilities:
Compute return, risks and create graphs for each stock.
Use linear and quadratic libraries to compute the best portfolios for a given goal.
Code a genetic algorithm from ground up for selecting portfolio with least VAR, least risk
and highest return.
Environment:
R Lang
Client
Project
Role
Period
Tech Mahindra Internal
Crime Incident Analysis
Team Member
10 days
Description:
Analyze crime incidents that happened in the city of San Francisco in the last 3 months
Roles and Responsibilities:
To find relative frequencies of different types of crime incidents, Crime occurrence
frequency as a function of day of the week, Crime occurrence frequency as a function of
hour of the day, Regression model for predicting the category (& occurrence) of crime
based on the remaining attributes.
Environment:
Hive , sqoop, RHadoop.
Client
Project
Role
Period
Tech Mahindra Internal
Big Data – Hadoop Competency
Team Member
8 Months
Description: The objective of the project is to learn, experiment and analyze the data
collected from State Bank of India and NSN
Roles and Responsibilities:
I have processed Big Data using Map Reduce frame work, Pig and calculated the
transactions based on the region.
In NSN project, daily around 10 GB of data is generated and which is stored on hadoop
cluster and analyze the data and perform health check up for all the servers present in
different locations of Canada.
Environment:
Hadoop, Ubuntu Linux , pig and python.
Client
Project
Role
Period
Tech Mahindra Internal – Data Mining
Twitter Sentiment Analysis
Team Member
20 days
Description: access the twitter Application Programming Interface (API) using python.
Estimate the public's perception (the sentiment) of a particular term or phrase.
Roles and Responsibilities:
Analyze the relationship between location and mood based on a sample of twitter data.
Environment:
Python MapReduce framework
Client
Project
Role
Period
Amazon - Predictive Analytics
Predict an employee’s access needs, given his/her job role.
Team Member
2 months
Description:
The objective of this project is to build a model, learned using historical data that will
determine an employee's access needs, such that manual access transactions (grants
and revokes) are minimized as the employee's attributes changeover time.
Roles and Responsibilities:
The model should take an employee's role information and a resource code and will
return whether or not access should be granted.
Environment:
Python
Client
Project
Role
Period
Tech Mahindra Internal
click stream data Analysis
Team Member
40 days
Description:
http://www.usa.gov/About/developer-resources/1usagov.shtml describes click stream
data obtained from US government web sites. Store this data on Hadoop and analyze
top 10 most popular sites in terms of clicks, top 10 most popular sites in each country,
top 10 most popular sites for each month.
Roles and Responsibilities:
Analyze top 10 most visited websites and visualize it.
Environment:
Python, Java MapReduce framework, pig, R.
Awards &Achievements
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Got 1st rank in Amazon Ninja Code competition held by Amazon with 2000+
participants.
Got 128th rank in Quantium Hackit! 2013Competition held by Quantium with
1000+ participants.
Good performance in competitions held in Kaggle by Amazon and yelp.
Got appreciation from Program Manager for completing the given task 1 month
ahead.
Personal Details:
Date of Birth
June 29, 1989
Marital Status
Single
Nationality
INDIAN
Current Location
Hyderabad
Languages known
English, Hindi, Telugu.