Summary
Overview
Work History
Education
Skills
Timeline
Generic

Manikanth Reddy Vanga

Irving,TX

Summary

Having 4+ years of total IT experience in all phases of software development life cycle, 3+ years of industry experience in Data Warehouse as Data Engineer, involved in design and development of distributed systems using Hive, Spark and Python. Experience in developing SQL scripts to Upload, Retrieve, Manipulate and handle sensitive data in MySQL and SQL Server Management Studio. Used SQL and Excel to ensure data quality and integrity, Identified and eliminated duplicates and inaccurate data records. Experienced with different Python module libraries, packages like NumPy, Pandas data frame. Expertise in creating optimized Hive tables using proper partitioning, bucketing for faster I/O, implementing Change Data Capture (CDC), Dedup, Incremental load, Data quality governance, balance and control. Developed a tableau dashboard to monitor real-time monthly & quarterly transactional pattern of clients based on business unit, transaction type and sector. Experience in Python scripting. Experience on calculations using different type of functions like logical, Number, String, Aggregate, date functions. Proficient in AWS services like EC2, S3, ELB, RDS, IAM, Aws Glue, Athena, CloudWatch, Lambda. Experience in functional/database testing using selenium/webdriver, pytest. Created test scripts using python scripting methodologies. Strong experience in creating CI/CD pipeline for continues integration testing. Experience in Performing Database/Backend testing by writing SQL/Oracle Queries for data validation and integrity. Strong knowledge of Software Development Life Cycle and expertise in detailed design documentation, Experience in working with agile team. Detail-focused Data Analyst with knowledge in data warehousing, process validation and business needs analysis. Proven to understand customer requirements and translate into actionable project plans. Dedicated and hard-working with passion for Big Data. Seasoned collaborator experienced in meeting needs, improving processes and exceeding requirements in team environments. Diligent worker with strong communication and task prioritization skills.

Overview

5
5
years of professional experience

Work History

Data Analyst

Arranttech LLC
USA, USA
01.2021 - Current
  • Work with Product and Data Science team to define campaigns measurement KPIs Design Logging specs to capture required data for powering KPIs and Metrics, work with the Software Engineering team to get logging in place, validating logging data per logging spec
  • Developed, modified, and managed databases, schemas, tables, used Joins and Sub-Queries to simplify the complex queries involving multiple tables
  • Used SQL and Excel to ensure data quality and integrity
  • Identified and eliminated duplicates and inaccurate data records
  • Developed data pipeline using Python, hive to load data into data link
  • Perform data analysis data mapping for several data sources
  • Building data pipelines to clean and process campaign data, Analyze the campaign data by performing Hive queries, load cleaned campaign data to hive tables
  • Develop python scripts to connect various databases (MySQL, SQL Server Management Studio, and Oracle) in order to retrieve and consolidate the data that is available in CYBG’s databases for monthly Data Analysis for Corporate Planning
  • Database integrity, stability and consistency - Performing manual testing to check if the data has loaded without any issues
  • Responsible for creating optimized hive DDLs, partitioned and bucketed hive tables
  • Worked on fast pace multiple ad-hoc business data requests.

Senior Software Engineer

Business as Usual (CYBG) – India
India, India
01.2020 - 12.2020
  • Involved in testing of the new functionalities based on test cases and coordinated with development team in fixing the issues
  • Involved in Release support - Release to QA, testing the release process
  • Writing SQL Queries for data validation and integrity
  • Automated database testing processes and procedures
  • Collaborated with database development team for testing implementation
  • Created Regression, Smoke, Sanity test cases
  • Involved in the Requirements Meetings, Review Meetings continuously with developers and users and modifying the Test Cases
  • Complete Reporting for Automation (Html and log)
  • Met all project deadlines and provided business end-user support.

Software Engineer

Cybage Software Private Limited
India, India
01.2019 - 12.2019
  • Enhanced data collection procedures to include information that is relevant for building analytic systems
  • Maintained and developed complex SQL queries, views, functions and reports that qualify customer requirements on Snowflake
  • Performed analysis, auditing, forecasting, programming, research, report generation, and software integration for an expert understanding of the current end-to-end BI platform architecture to support the deployed solution
  • Developed test plans, Validating Test cases, executing Test cases and creating Validation Final and Summary reports
  • Worked with the ETL team to document the transformation rules for Data migration from OLTP to Warehouse environment for reporting purposes
  • Worked on ingestion of applications/files from one Commercial VPC to OneLake
  • Worked on building EC2 instances, Creating IAM user’s groups and defining policies
  • Worked on creating S3 buckets and giving bucket policies as per client requirement
  • Understanding the used case for data analytics and big data building solutions using Open-source technology such as Spark, Python
  • Engaged with business users to gather requirements, design visualizations and train them to use self-service BI tools
  • Used various sources to pull data into Power BI such as SQL Server, Excel, Oracle, SQL Azure etc
  • Designed easy to follow visualizations using Tableau software and published dashboards on web and desktop platforms
  • Creating the High Level and Low-Level design document as per the business requirement and working with offshore team to guide them on design and development
  • Continuously monitoring for the processes which are taking longer than expected time to execute and tune the process
  • Carry out necessary research and root cause analysis to resolve production issues during weekend support
  • Monitor system life cycle deliverables and activities to ensure that procedures and methodologies are followed, and that appropriate complete documentation is captured.

Education

Master of Science - Business Analytics

University of North Texas
Denton, TX
01-2023

BBA - Business Administration

Siva Sivani Degree College
Hyderabad India
01-2020

Skills

  • BigData Technologies : HDFS, Spark, Hive, Cloudera
  • Scripting and Query Languages : Python, Pyspark, SQL
  • Databases : My SQL, SQL Server
  • Tools : Eclipse, PyCharm, IntelliJ, Subversion [SVN], ClearCase, Share, JIRA
  • AWS Services : EC2, S3, ELB, RDS, IAM, Aws Glue, Athena, CloudWatch, Lambda
  • Technical Writing
  • Process Mapping
  • Database Maintenance
  • Report Writing

Timeline

Data Analyst

Arranttech LLC
01.2021 - Current

Senior Software Engineer

Business as Usual (CYBG) – India
01.2020 - 12.2020

Software Engineer

Cybage Software Private Limited
01.2019 - 12.2019

Master of Science - Business Analytics

University of North Texas

BBA - Business Administration

Siva Sivani Degree College
Manikanth Reddy Vanga