Big Data Analytics And Machine Learning Resume
OBJECTIVE:
Seeking leadership role in enterprise architecture and software product development in a high energy venture, leveraging diverse skills and experience.
SUMMARY:
- Software Professional with 15+ years in platform design and architecture, with strong hands - on leadership of engineers/ architects in commercial and open source technologies.
- Enterprise applications and data platforms with data quality and governance.
- Big Data machine learning analytics and visualization using open source technologies: spark, Hadoop, micro services
- SaaS/ PaaS deployment model on cloud platforms AWS, IBM, Rackspace and open Stack with Docker/ weave.
- Enterprise security, compliance and change management
SKILLS MATRIX:
Databases: PostgreSQL, MySQL, Oracle, Sybase, SQL Server, DB2/2, and Informix
Cloud: Amazon AWS, EC2, Auto Scaling, EMR, RDS, EBS, S3, Docker/ weave, VMware, Virtual Box, Open Stack
NoSQL: Cassandra, Mongo DB, Neo4j Graph DB, HBASE/ HDFS
ETL Tools: SAP/BW, Business Object/ DI, SSIS
Middle-Tier Products: BEA-Web Logic, Oracle Fusion/ ESB/ BPEL, EJB/MDB, JMS, TIBCO-AE, SDK, HAWK, MB, RV/ RD, BW, IBM-MQ, .Net, Business Objects, Hibernate, Billing /Rating engines, SAP PI, CD, CM, FI
Products architected: Big Data Analytics Security, CTOS/ BTOS Kernel App, Message Broker, Siebel Adaptor, CRM scripting
Languages: core JAVA, C++, C#, C, Python, PL/SQL, Assembly, JavaScript, Perl, Groovy, Shell
Operating systems: Linux, UNIX (SUN, HP), Windows, OS/2
Application/ Verticals Knowledge: e-Commerce, Telecom, Banking, Finance, Insurance, Retail
PROFESSIONAL EXPERIENCE:
Confidential
Big Data Analytics and Machine learning
Responsibilities:
- Leading customer teams for strategic solutions using open source software for enterprise wide initiatives.
- Emerging technology solution are combination of Map Reduce, real-time analytics and RDBMS data store in machine learning techniques in retail, financial and telecom domains.
- The emphasis on provisioning Supervised and unsupervised Machine learning - algorithms such as stochastic regression, naive bays, random forest
Platforms: Hadoop EMR, Spark/ Scala, Zoo keeper, pig, Oozie, impala, Amazon/ AWS, PDI, Kafka, HDFS, Machine learning Weka.
Confidential, San Diego, CA
Enterprise Big Data Analytics
Responsibilities:
- Director of Engineering, hands on ground up product development with big data behavioral analytics, machine learning algorithms and spark/Scala based high performance compute platform 10k messages/sec.
- Innovative real-time processing architecture (resulting in $2M+ revenue / SEED funding from Toshiba) Enterprise security threat detection platform with high-speed data collection and real-time anomaly detection machine learning algorithms: unsupervised clustering, pattern behavioral analytics, KNN, Z-Scoring, Centrality measures, liner regression etc.
- with multiple Cassandra nodes, experimentation with neural networks and complexity reduction Complex event correlation and inference computation engine, data indexing and visualization using combination of Graph and Lucene index based machine learning and pattern analytics, interfaces to platform using REST based 25 primary micro services Spark Stream & Map/Reduce Big Data Analytics, distributed multi-CU/ core parallel processing
- DevOps architecture for product deployment on SAAS/ PASS, Docker/ weave/ Ansible AWS cloud environment continuous integration and delivery using github, Jenkins, gradle, ansible, ansible tower, on AWS with over 300 ec2 instances, AWS cloud formation, EBS, ELB, Route
Platform: Cassandra, Amazon/ AWS, Docker/ Weave, Apache Spark/scala, Neo4j, ProtoBuf/ Avro, Drools / CEP, kafka, Angular.js/ Sigma.js, Elastic search/Lucene, Hadoop/ HDFS stack, Hive/ Impala, python, mongodb, AKKA, R, octave.
Confidential, San Diego, CA
Vice President, Executive
Responsibilities:
- Responsible for development and strategic deployment of LPL’s mobile and web commerce technology for registered investment advisors and institutional clients.
- Led the utilization of technology for operational effectiveness and P&L leading to competitive advantage and cost $500k savings by elimination of duplicate workflows in legacy systems.
- Build automation, streamlined mobile app release process, change management (ITIL), product security compliance.
Platform: RDBMS, ETL, data governance, Android/iOS, .NET, C#, TFS, platform services, CRM
Confidential, Bellevue, WA/ VISA, Foster City, CATechnical Manager
Responsibilities:
- lead implementation of high volume transactional e-commerce & mobile services used by 17M customers, $10M revenue from new services in mobile contents
- Predictive analytics recommendation engine for Digital Content Market place Content classification, extraction and governance Search & distribution platform leveraging large datasets using HBASE, AWS/ cloud Mobile payments services platform Big data analytics initiatives using Hadoop Clusters
Platform: Android SDK/NDK, OAuth, python, Hadoop stack, Netty, Amazon/ EC2, JBoss /drool, web Sphere, Siebel, ERP / SAP CRM, IBM commerce, Informatica(PC)
Confidential, San Diego, CA
Principal/Technical Manager
Responsibilities:
- lead enterprise transformation of ICW’s worker’s comp insurance business; leading team of engineers and business analysts.
- Managed businesses initiatives .
- E-commerce business portal for agents, underwriters and claim handlers based on open source platform Secure private cloud platform on-site and external facing with Amazon/ AWS for portal & integrations with external biz Enterprise wide integrations with policy/ premium accounting, content management platform Open Text, and SAP modules SAP/ FI, CD, CM, ICM & PI Legacy data cleansing and Master data management (MDM), data governance for Policy, Policy Holders, premiums, claims Predictive analytics framework for claims and risk analysis with SAS and simulation techniques such as: monte carlo
Platform: core Java / J2EE, AXIS 2.0, REST, spring Framework, JPA, Liferay, IBM-Data Power, SSIS, SAP/Business Objects-DI, IBM / Amazon/ EC2, Rackspace Cloud and migration, SAP PI Integrations, Master Data Management
Confidential, San Jose CASr. Architect / Technical Manager
Responsibilities:
- lead onsite customer engagements such as Fannie Mae, Cingular wireless with hands-on leading engineering team typically 25.
- Worked with business stakeholders, C-level exec.
- This was Leadership role in implementation BEA Core Java / J2EE platform solutions such as, portal, integration, content & ecommerce mobility.
- achieved cost savings ranging from $5M to $50M from various business process integration and portal initiatives
Platform: core Java / J2EE, J2ME, MIDP, Web Logic, AXIS 2.0, REST, spring Framework, Hibernate, JBoss5, myBatis, ETL, Cache Frameworks, Linux, UNIX variants, Cloud, WebLogic portal/ Integrations, JMS
Confidential, Bellevue, WA
Software Architect/ Engineer lead
Responsibilities:
- Data and application integration API. Engaged with Product Marketing, to define next generation of Onyx CRM Architecture.
Platform: Core Java/ C++/ .Net Product features design Work Flow, e-Script, EAI, EDW tool set, XML/ XSL, SQLServer, Oracle 8i/ 9i, TIBCO-AE, Java2/ Web Logic, JMS, COM+/C++, .Net/C#, ITIL product management
