Systems Engineer Resume
VirginiA
SUMMARY:
- Specialized in Design and Development ofBigDataAnalytics Platform for Telecom Services in highly scalable end - to-end Hadoop Infrastructure with hands-on evaluation of user centric Quality of Experience.
- A versatile technocrat with 8+ years of experience in: Telecom Networks Hadoop Development Apache Spark Team ManagementProgrammingClient Relationship Management Software Development/ImplementationChange ManagementContinuous Improvements
- Expertise in Architecture, Design and Development of Big Data analytics platform for Telecom Services.
- Performed big data analysis using Spark, Hadoop, Map Reduce and Hive big data technologies.
- Hands on experience in writing Map-reduce programs in java and skilled in identifying the system bottlenecks and optimizing Map-reduce tasks.
- 6 months of working experience on Apache Spark Core, Streaming, SQL and DataFrames using Python scripting.
- Experience on Apache Kafka and Flume with Apache Spark Streaming.
- Experience in extending HIVE core functionality by writing custom UDF’s for data analysis and data transformations.
- Expertise in creating HIVE internal, external tables/views and writing scripts in HIVEQL.
- Expertise in writing Oozie workflows / Co-ordination workflows to schedule Hadoop Jobs.
- Conversant with Hadoop Performance Tuning parameters like split size, compression, iterative map-reduce and other best practices for enhancing performance.
- Work experience in Design & Development of Automation Frameworks using Python and Perl.
- Extensive work experience in: LTE, CDMA 1X, EVDO Rev 0/A Advanced Standards.
- Through understanding & practical work experience on LTE, CDMA/EVDO Air Interface Standards and Call Processing.
- Work experience in RF Optimization including KPI stats monitoring, analysis and recommendations for fine tuning of performance parameters to achieve required KPI.
- Experience in Backend programming using Oracle, MSSQL and MySQL.
- Experience in Junit testing, and defect tracking and management using Bugzilla and JIRA.
- Involved in migrating the data from different data warehouses like Teradata.
- Experience in writing build scripts using ANT and MAVEN.
- Experience with Agile Methodologies including Scrum and Test-Driven Development.
- Strong experience in all the phases of software development life cycle including requirements gathering, analysis, design, implementation, deployment and support
- Experience in Product development life cycle, version upgrades and migration strategies.
- Excellent analytical and communication skills in order to work with mid-size teams, technical and business leadership.
- Implemented Agile Maturity metrics to identify and target ways to improve Agile practices throughout the program.
- A keen communicator with excellent team management, analytical & problem-solving skills.
TECHNICAL PURVIEW:
Development Tool/Language: Java, Unix, Python, Perl and Shell Scripting.
Big Data Eco System: Hadoop, HDFS, Map-Reduce, Hive, HBase, OOZIE, Apache Spark Core/Streaming/SQL, Kafka, Flume.
Telecom Technologies: LTE, EVDO, CDMA & IS-95.
Database & Tools: SQL Server, MySQL, MySQL Work Bench and Oracle 11i/10g.
Operating Systems: Windows, Unix, Solaris, Ubuntu
Other Dev Tools: Eclipse, Maven, Ant, Make, GIT, Log4J, Junit, Subversion SVN
PROFESSIONAL EXPERIENCE:
Confidential, Virginia
Environment: Hadoop, HDFS, HBase, HIVE, Map-Reduce, Sqoop, Oozie, Apache Spark, Jenkins & Python
Systems Engineer
Responsibilities:
- Generate Histogram for the data set to analyze the call signal conditions for Good calls vs Dropped calls
- Identify top offender sites and network elements for call drops
- Generate Call Summary Log detailed analysis and provide most occurring reason codes for all the failed calls.
- Provide User level QoE analysis capability.
- Generate summary statistics and measures fill rates and top counts
- Generate Percentile Metrics to understand the data distribution.
- Generate PDF/CDF distribution for Signal Strength (RSRP) and Signal Quality (RSRQ)
- Field level percentiles and data distribution metrics
- Generate summary statistics and top counts
- Generate Top n users affected by coverage issues
- Identify sites with increased interference levels
- Generate PDF/CDF distribution for Signal Strength (RSRP) and Signal Quality (RSRQ)
- Perform KPI monitoring and drill-down analysis
- Identifies worst performing sites for a selected KPI
- Compares performance of different network elements for multiple KPI’s:
- Work with product owners and Business Analysts to groom the backlog and plan sprints. Track, escalate and remove impediments
- Performed Importing and exporting data into HDFS, Hive and MySQL using Sqoop.
- Developed Hive Scripts for implementing Partitioning, Dynamic Partitioning and Buckets in Hive for analytical processing.
- Developed Map-reduce programs in java and identified the system bottlenecks and optimized Map-reduce tasks.
- Expertise in performance tuning on Hive Queries, joins and different configuration parameters to improve query response time.
- Building Hadoop based big data enterprise services coding Map-Reduce Hadoop with HBase and Hive in Java.
- StreamlinedHadoopjobs and workflow operations using Oozie workflow.
- Acted as a POC for pilot project implementing Spark steaming and Dataframes using Python scripting.
- Integrated it into maven build system and Git for Continuous Integration.
Confidential, Virginia
Environment: Python, Perl & Shell
Systems Engineer
Responsibilities:
- Analyze and optimize the Network Performance in order to meet Sprint’s contractual performance improvement requirements.
- Generate Histogram for the data set to analyze the call signal conditions for Good calls vs Dropped calls
- Identify top offender sites and network elements for call drops
- Generate Top n users affected by coverage issues
- Automated the data extraction and analysis process for the required metrics.
- Designed and Developed Automation Framework for data extraction and processing using Python & Perl.
- Developed modules to extract the data from raw CSV files for a larger data set.
- Implemented threads to process large data set parallel and significantly reduced the overall processing time.
- Worked extensively on Python, Perl and Shell scripting in optimizing and fine tuning the task executions.
Confidential, Virginia
Environment: Perl, Shell and Unix.
Systems Engineer
Responsibilities:
- Designed and Developed Automation Framework for automating the test execution process.
- Developed modules to interface with different Network Elements and automate the start/stop logging process.
- Developed scripts to collect the test logs, process them and generate the Report doc.
Confidential, Virginia
Environment: LTE, CDMA, EVDO & IS-95.
Systems Engineer
Responsibilities:
- Customer interfacing to accept and respond to new feature requirements
- Provide design inputs to development teams
- Debug and resolve call processing issues from field
- Work on new feature request from Sprint and provide High Level Design to Development Team.
- Troubleshot and resolved LTE engineering issues (Thruput issues) & Voice Call Failure issues of CDMA network to facilitate first Cluster Acceptance by Sprint.
- Provide system engineering support for new feature validation in Sprint network
- Represents RAN team in Project discussions internally and with external partners.
Confidential
Environment: Shell, Perl, QTP and Unix.
Research and Development Engineer
Responsibilities:
- Designed and Developed Automation Framework for ASE and RFSST.
- Developed modules to interface the framework to the tools like CAIT and TASKIT.
- Developed modules to interface with the Hardware (Spirent) devices through GPIB.
- Developed scripts to collect the test logs, process them and generate the Report doc.
Confidential
Environment: CDMA, EVDO & IS-95.
Research and Development Engineer
Responsibilities:
- Validated RF system performance of CDMA IS-95, CDMA-1x, EVDO Rev-0/A networks.
- Worked extensively on Call Processing and KPI’s of CDMA 1x & EVDO Rev 0/A.
- Worked on CDMA Layer 1-Physical layer performance (Modulation & Demodulation efficiency, Acquisition success rate)
- Worked on optimizing the system performance, troubleshooting and fixing field issues.