• Investigate data to identify potential issues within ETL pipelines, and propose adequate solutions.

• Conduct preliminary testing of the dataserver environments before data is extracted.

• Preparing a unified version of data factory pipelines (from 40 to 12 pipelines), and re-write most pipelines

• Extract data and transfer it into the archive environment, and working directory.

• The validation functions for parsing all xml and csv files are explored to improve performance

• In the unified version of pipelines, the azure functions rewritten in Java

• Present datalakes, marts and warehousing options based on storage needs.

• Ensure that the data architecture is scalable and maintainable.

• Evaluation, cost estimation and selection of suitable technological solutions

• Perform POC to digitalize reporting system for logistics

• Use python to extract xml streams , make data model out of these extracted data , and change the result to pdf

• Process mining projects leader

• Working as process intelligence and AI senior consultant with R&D teams of large automotive and manufacturing sector

• Evaluation, cost estimation and market analysis for selecting suitable process mining tools

• Preparation of process mining and AI proposals for large customers in automotive, manufacturing sectors

• Preparation and presentation of process mining portfolio aiming to customers

• Preparation of an internal statistics and machine learning training for CGI members

• Collaborating in AI initiative group on various business and educational project

• Preparing and organizing of talk series on process mining topic

• Data management conceptualization for the new big data platform

• Design and cost estimate for implementation of big data test platform on Azure Cloud with defined number of master nodes and worker nodes

• Proposal for development of the solution design for a hybrid training platform

• Evaluation, cost estimation and selection of suitable technological solutions

• Presentation of the Azure Dev Cluster solution to all the stakeholders

• Design and Create a Big Data platform (Customer Analytics Engine)

• Implemented pipelines and infrastructure on big data platform, design and implement ETL processes, create demos, reports and documentation.

• Developed automation of applications and perform Production deployments.

• Monitoring and logging design, process monitoring implementation.

• Built Architecture diagrams

Courses

• Business Process Modeling (BPM): 2018 - 2019

• Business Process Modeling (BPM): 2017 - 2018

• Knowledge Discovery/ Data Mining: 2016 - 2017

• E-Business Strategy: 2015 - 2016

• Business Information Systems: 2015 - 2016

Both qualitative and quantitative approaches

• Define high level categories for deviations in a continuous auditing context

• Design deviation detection tool for auditing using process conformance checking technique

• Design and implement deviation classification tool using sequence mining and frequent item set mining

• Designing process conformance checking toolkit for internal control

• Team working towards developing a comprehensive process analysis tool

• Presenting process mining qualitative and quantitative research outputs in workshops

Research method: Quantitative approach

• Test and evaluate several active learning algorithms on various criteria such as uncertainty over sequence tagging, uncertainty of the roles, entropy, etc.

• Introduce and evaluate a novel active learning strategy for the spatial role labeling task: Active learning based on structured output constraints

• Operating, troubleshooting and maintenance of 14 Shiraz Base Station Centers (BSCs) in six different locations with more than 490 BTS sites

• Technical Leadership of the BSC team

• Performing Nokia BTS definition in BSC using tools such as Reflection/ HIT

• Logging and monitoring Nokia BSC alarm and fault handling using MML and NED

• Running Diagnosis for Nokia, Siemens and Huawei BSC units and Transcoder modules

• Upgrading capacity of BSCs via BTS site creation and TRX and TCSM creation

• Rehoming Nokia, Siemens and Huawei BSCs inter or intra MSC

• Creation of GPRS/EGPRS service on BSCs and BTS sites