Big Data Analyst Resume

TECHNICAL SKILLS:

Languages: Python, C, HTML, CSS, C#, Java, ReactJs

Big Data Ecosystem /Stack: Apache Hadoop, Apache Spark, Hive, Cloudera Impala, SQOOP

Tools: Tableau, Weka, Advanced Microsoft Excel Microsoft Visio, Microsoft Project, Stata

IDE: Spyder, Eclipse, Microsoft Visual Studio, Intellij, Android Studio, Pycharm, Jupyter

Database: MySQL, SQL Plus

PROFESSIONAL EXPERIENCE:

Big Data Analyst

Confidential

Responsibilities:

Implemented Confidential in Hadoop framework using Java and Python.
Calculated the average airline arrival/departure delay for different airport combinations.
Computed Term Frequency - Inverse Document Frequency (tf-idf) for numerous documents.
Obtained Severe Weather Data Inventory dataset from Kaggle with 10 attributes and 10,824,080 instances to predict the severity of hailstorm and performed pre-processing and data cleaning using Microsoft Excel and PySpark in IBM Data Science.
Machine learning algorithms like Decision Trees, Logistic Regression and Random Forest were used to analyze and classify the dataset. Also generated classification report using Tableau.

Confidential

Responsibilities:

Identified the scope statement, assigned resources and cost, created Work Breakdown Structure (WBS) and Organizational Breakdown Structure (OBS)
Performed risk assessment using critical path, network diagram, leveling.
Tracked the progress of the project using Gantt Chart in Microsoft Project.

Confidential

Responsibilities:

Used a dataset with 8k instances and 23 attributes to predict edibility of Mushrooms in the wilderness.
J48 and Voted Perceptron both exhibited very high accuracies throughout experiments.
Used a SIX Factor experiment design based on two factors: Attribute selection and noise.
Performing data cleaning and identified critical attributes using Weka and Microsoft Excel.

Resume Writer

Confidential

Responsibilities:

Used iText PDF API to generate resume in a PDF format based on given user inputs.
Integrated e-mail and google drive features to upload and share resumes.
Designed the architecture of the application using Microsoft Visio and also created a RTM.

Confidential

Programmer Analyst

Responsibilities:

Evaluating customer requirements and implement them using Eclipse, MySQL and write Junit test cases in each module.
Developed user interfaces and worked in teams to ensure project deliverables meet customer expectations.
Developed webpages using MVC, HTML, Java and CSS as a part of the learning experience in the organization.

Confidential

Responsibilities:

Designed a database for collecting information about students to understand and improve behavior analysis.
Analyzed collected data and visualized them to help infer several critical aspects of student behavior.
Contributed to the development of iOS Apps at a high-level.