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أمير Rauf, Senior Data Engineer

أمير Rauf

Senior Data Engineer·LyondellBasell

الولايات المتحدة

بكالوريوس, Computer And Mathematical Sciences

الخبرة العملية

مجموع سنوات الخبرة: 27 سنوات, 0 أشهر

Senior Data Engineer

يناير 2023 - حتى الآن

LyondellBasell

South Houston، الولايات المتحدة

يناير 2023 - حتى الآن

• Developed and maintained data pipelines in Azure Data Factory, enabling seamless data ingestion and transformation processes.
• Integrated, persisted, and normalized datasets within the C3 AI platform, facilitating robust data-driven insights.
• Built and deployed custom metrics and machine learning models in C3 AI, driving advanced analytics capabilities.
• Designed and implemented a version-controlled database deployment system using Sqitch, reducing deployment errors and improving rollback efficiency by 30%.
• Built modular, testable data models using DBT, enhancing analysis speed and reducing pipeline errors by 25%.
• Designed experimental frameworks to automate data collection processes and developed innovative tools to streamline data acquisition.
• Established a robust CI/CD environment in Azure DevOps using Git and ARM templates, automating the deployment of Azure Data Factory across multiple environments.
• Delivered scalable data engineering pipelines and solutions by leveraging strong problem-solving skills and development expertise, ensuring value-focused outcomes.
• Collaborated with data scientists, software engineers, and business SMEs to develop critical data pipelines and workflows for data-driven decision-making.
• Partnered with IT teams to establish architecture, enforce security and coding standards, and implement rigorous exception handling and testing protocols.
• Defined, architected, and developed technical platforms, frameworks, and applications, supporting data management, business intelligence, and information delivery needs.
• Built internal and external networks to foster collaboration and technology transfer, driving innovation and partnership opportunities.
• Championed digital transformation initiatives by mentoring and training Data Engineers, Data Analysts, and peers across the organization.

مجال الشركة:
صناعة البتروكيماويات والمنتجات البترولية المكررة
الدور الوظيفي:
تكنولوجيا المعلومات

Data Scientist / Data & Integration Architect

مايو 2011 - يناير 2023

U.S. Citizen and Immigration Service

واشنطن، الولايات المتحدة

مايو 2011 - يناير 2023

Data Scientist
● Migrate the current models including analytics processes into the Cloud environment.
● Presents the results of mathematical modeling and data analysis to management.
● Development of predictive models to provide modeling solutions to business.
● Design and develop models utilizing machine learning and other algorithms.
● Develop data science solutions and implement data-driven recommendations and outcomes.

Data & Integration Architect
• Acted in leading technical roles for clients' strategic technology initiatives.
• Designing TIBCO-based integration solutions.
• Architect Kafka client application (producers and subscribers) to integrate between Kafka and TIBCO EMS server.
• Migrated applications from private data center to private AWS cloud.
• Producing requirements and design specifications.
• Implementing prototypes.
• Constructing system components.
• Leading and reviewing progress of integration team.
• Providing operational support during roll-out and post-production phases

مجال الشركة:
الإدارة العامة
الدور الوظيفي:
تكنولوجيا المعلومات

Senior EAI Consultant

يوليو 2007 - مايو 2011

ERCOT

الولايات المتحدة

يوليو 2007 - مايو 2011

• Involved in designing of services which fit into Service Oriented Architecture (SOA) model
• Created XML schema documents ( XSD ) for various business interface requirements
• Developed various web services by using SOAP & Services palettes and Implemented soap level security for Web services using Policy palette
• Involved in creating various abstract WSDL files using messages, Port Types and Operations
• Developed various composite WSDL files for web services implementation
• Identified, evaluated, and recommended solutions using advanced architectures and technologies to facilitate rapid development and implementation
• Provided expertise regarding the integration of applications across the business
• Assisted in the most difficult support problems
• Developed programming and development standards and procedures as well as programming architectures for code reuse
• Viewed both internally and externally as a technical expert and critical technical resource across multiple disciplines
• Applied creativity, in-depth technical and theoretical knowledge, and experience in solving highly complex architectural design problems
• Recommended new technology directions or options to maintain products' competitive advantages
• Prepared and documented product architecture plans
• Provided formal architectural reviews and designed mentorship to senior development staff
• Identified technical risks and help to define a risk mitigation plan

مجال الشركة:
توليد الطاقة الكهربائية
الدور الوظيفي:
تكنولوجيا المعلومات

Senior EAI /EDI Engineer

أبريل 2006 - يوليو 2007

Medica

الولايات المتحدة

أبريل 2006 - يوليو 2007

• Designed and build reusable common framework components and developer/administrator toolsets for the TIBCO environment and deploying them as Service Oriented Architecture (SOA).
• Acted as a technical lead for various projects.
• Assisted TIBCO Operations team in TIBCO related diagnostics.
• Assisted administrative staff with administration issues and best practices.
• Assisted in the development and promotion of enterprise technologies and development standards.
• Recommended improvements to TIBCO related operations and development
• Assisted Business Analyst in requirement gathering and turning their requirements into workable solutions
• Drove and assisted in environment deployments and tested/applied maintenance releases, upgraded software and technical operational improvements.

مجال الشركة:
خدمات الرعاية الصحية الأخرى
الدور الوظيفي:
تكنولوجيا المعلومات

Feature Team Lead

يناير 2005 - أبريل 2006

Digital River

الولايات المتحدة

يناير 2005 - أبريل 2006

• Architect a subscription based system as a J2EE application and integrated it with various commerce platforms. This system is supposed to maintain subscription based orders for various platforms. I used spring framework to create an administration web-app.
• Wrote NGOP (Non GUI Order Processing) and ‘Create Cart’ web services for a J2EE based e-Commerce platform which included defining wsdl, xsd and deploying it using axis frame work.

مجال الشركة:
الإنترنت والتجارة الإلكترونية
الدور الوظيفي:
تكنولوجيا المعلومات

DRM Team Lead

سبتمبر 2003 - يناير 2005

Digital River

الولايات المتحدة

سبتمبر 2003 - يناير 2005

• Architect a J2EE based Digital Rights Management System for various DRM solutions including DR’s own DRM application Software Passport. Some of the features are activations, reactivations, license validations, Country Based Licensing (currently patent under my name), auto-injection of a key etc.
• Wrote SDK for DR clients so they can integrate their DRM application with our License Management system.
• Integrated DR’s e-commerce platforms written in various languages (Java/Perl/PHP) with DRM system through web services. This integration includes creating an entitlement during order submission, deactivation an entitlement during returns, trial-ware downloads etc.

مجال الشركة:
الإنترنت والتجارة الإلكترونية
الدور الوظيفي:
تكنولوجيا المعلومات

Sustain Engineer

أغسطس 2002 - سبتمبر 2003

Digital River

الولايات المتحدة

أغسطس 2002 - سبتمبر 2003

• Played a lead role in the production support team of 5 engineers. Our team was responsible for maintaining a J2EE based e-commerce platform.
• Responsible for performance tuning, bug fixing and assisting release manager, administrators and DBA during production releases.
• Involved in all aspects of SDLC with developers Business Analysts and QA that included reviewing functional requirements doc, design doc inspecting code and working with QA to ensure the code is well tested and review their test plans.
• Actively involved as member of application infrastructure group with contributions towards design of application architecture based on business needs.

مجال الشركة:
الإنترنت والتجارة الإلكترونية
الدور الوظيفي:
تكنولوجيا المعلومات

TIBCO Team Lead

ديسمبر 2000 - أغسطس 2002

Digital River

الولايات المتحدة

ديسمبر 2000 - أغسطس 2002

• Played a lead role of TIBCO team of 3 engineers.
• Evaluated several TIBCO software including Business Works, EMS, Active DB Adapter, and Message Broker.
• Wrote a custom Rendezvous adapter for java based e-commerce application that was sending and receiving synchronous and asynchronous messages to and from Integration Manager.
• Wrote custom classes to enhance the capabilities of TIBCO Integration Manager.
• Designed, developed custom grammar and multiple processes in TIBCO Business Connect that was acting as gateway between DR’s e-commerce application and DR’s clients.
• Trained administrators to support Business Connect, Integration and Rendezvous in production environment using TIBCO Hawk.
• Wrote micro agents for Hawk.
• Designed, developed and implemented an application to integrate ARIBA Punch out cXML with Digital River Commerce system through TIBCO Business Connect.

مجال الشركة:
الإنترنت والتجارة الإلكترونية
الدور الوظيفي:
تكنولوجيا المعلومات

Integration Engineer

يونيو 2000 - ديسمبر 2000

Digital River

الولايات المتحدة

يونيو 2000 - ديسمبر 2000

• Wrote a return management system in PERL for an ecommerce platform that used to send a return request to a DR client and upon confirmation process the refund.
• Wrote a fulfillment system in PERL for an e-commerce platform. This system used to send information to a Third Party Fulfillment Agent during submission of a physical order, receive shipment confirmation that settled customer’s credit card.
• Designed a system to export entire catalog data from the commerce data deliver it to client in XML format through ftp.
• Designed and developed e-Commerce applications that sent out WAP-Push (digital download) messages to wireless devices through SMS.
• Wrote stored procedures, views in PL/SQL and involved in database architecture on Oracle 9i
• Designed, developed and implemented Notification Module for Digital River commerce system used to notify clients, customers and administrators via SMTP and SMS.
• Maintained an e-Commerce System developed in PHP and MySQL, which host multiple trial-ware download sites. (simtel.com, filebasket.com)

مجال الشركة:
الإنترنت والتجارة الإلكترونية
الدور الوظيفي:
تكنولوجيا المعلومات

Research Developer

سبتمبر 1999 - مايو 2000

Minnesota State University (Collaboration with AT&T)

الولايات المتحدة

سبتمبر 1999 - مايو 2000

• Wrote scripts in Perl, developed code in C to create libraries for speech data.
• Used interactive tools to examine and label speech waveforms.
• Processed large amounts of speech data.

مجال الشركة:
التعليم الابتدائي والإعدادي والثانوي
الدور الوظيفي:
تكنولوجيا المعلومات

Software Developer Intern

يونيو 1999 - سبتمبر 1999

Mayo Clinic

الولايات المتحدة

يونيو 1999 - سبتمبر 1999

• Created software that developed pedigrees after manipulating millions of Electronic Birth Certificates.
• Wrote scripts using Perl to make their home pages secure.
• Programmed in C, C++ to develop software products.
• Developed and tested a six-month project in a month.

مجال الشركة:
خدمات الرعاية الصحية الأخرى
الدور الوظيفي:
تكنولوجيا المعلومات

التعليم

Minnesota State University Mankato

يونيو 2000

يونيو 2000

بكالوريوس، Computer And Mathematical Sciences

الولايات المتحدة

Minnesota State University

مايو 2000

مايو 2000

بكالوريوس، Computer Information Sciences

الولايات المتحدة

المعدل التراكمي (نقاط): 3 من 4

المعدل التراكمي (نقاط): 3 من 4

Skills

Java / J2EE
Expert
Java / J2EE
Expert
Oracle Database
Expert
Oracle Database
Expert
TIBCO Rendezvous
Expert
TIBCO Rendezvous
Expert
TIBCO Hawk
Expert
TIBCO Hawk
Expert
TIBCO
Expert
TIBCO
Expert
EDI
Intermediate
EDI
Intermediate
Ruby on Rails
Expert
Ruby on Rails
Expert
Javascript
Expert
Javascript
Expert
Node.js
Expert
Node.js
Expert
AWS
Expert
AWS
Expert
SOA
Expert
SOA
Expert
Visual Analytics
Expert
Visual Analytics
Expert
Statistical Inference
Expert
Statistical Inference
Expert
Predictive Analytics
Expert
Predictive Analytics
Expert
Business Analytics
Expert
Business Analytics
Expert
Machine Learning
Expert
Machine Learning
Expert
OC4J / Weblogic / Websphere
Expert
OC4J / Weblogic / Websphere
Expert
TIBCO Business Works
Expert
TIBCO Business Works
Expert
TIBCO EMS
Expert
TIBCO EMS
Expert
TIBCO Administrator
Expert
TIBCO Administrator
Expert
Ruby on Rails
Expert
Ruby on Rails
Expert
TIBCO Business Connect
Expert
TIBCO Business Connect
Expert
PL / SQL
Expert
PL / SQL
Expert
MySQL
Expert
MySQL
Expert
Apache / Tomcat
Expert
Apache / Tomcat
Expert
Perl
Expert
Perl
Expert
TIBCO Acitve Database
Expert
TIBCO Acitve Database
Expert
SCRUM
Expert
SCRUM
Expert
Pig Latin
Intermediate
Pig Latin
Intermediate
Map Reduce
Intermediate
Map Reduce
Intermediate
Hive
Intermediate
Hive
Intermediate
Togaf
Beginner
Togaf
Beginner
KAFKA
Expert
KAFKA
Expert
Big Data
Intermediate
Big Data
Intermediate
HDFS
Intermediate
HDFS
Intermediate
solution architecture
Expert
solution architecture
Expert
agile project management
Expert
agile project management
Expert
program management
Intermediate
program management
Intermediate
team leadership
Intermediate
team leadership
Intermediate
web development
Expert
web development
Expert
people management
Beginner
people management
Beginner
service delivery
Expert
service delivery
Expert
spring
Expert
spring
Expert
sql
Expert
sql
Expert
sharepoint
Beginner
sharepoint
Beginner
solution design
Expert
solution design
Expert
team management
Expert
team management
Expert
workflow
Expert
workflow
Expert
predictive analytics
Intermediate
predictive analytics
Intermediate
market research
Beginner
market research
Beginner
neural networks
Beginner
neural networks
Beginner
programming
Expert
programming
Expert
problem solving
Expert
problem solving
Expert
databases
Expert
databases
Expert
predictive modeling
Intermediate
predictive modeling
Intermediate
natural language processing
Beginner
natural language processing
Beginner
Machine Learning
Expert
Machine Learning
Expert
Descriptive Statistics
Expert
Descriptive Statistics
Expert
Python
Intermediate
Python
Intermediate
Exploratory Data Analysis
Expert
Exploratory Data Analysis
Expert
Inferential Statistics
Expert
Inferential Statistics
Expert
Java web applications
Expert
Java web applications
Expert
Database Design
Expert
Database Design
Expert
Information Integration
Expert
Information Integration
Expert
Software Solutions
Expert
Software Solutions
Expert
Work Flow Design
Expert
Work Flow Design
Expert

اللغات

الانجليزية
متمرّس
الأوردو
متمرّس

التدريب و الشهادات

الشهادات
Post Graduate in Data Science & Business Analytics
Mar 2022

التدريب
Kafka
Apache
Mar 2019
Big Data
Cloudera
Mar 2014