Fatima Rani

Wissenschaftliche Mitarbeiterin © Wissenschaftliche Mitarbeiterin

Wissenschaftliche Mitarbeiterin

Name

Engr. Fatima Rani (M.Sc. SWE)

ecoKI + Data Science + edge-MLOps

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Organisationsname

Professur für Prozessleittechnik Arbeitsgruppe Systemverfahrenstechnik

Professur für Prozessleittechnik Arbeitsgruppe Systemverfahrenstechnik

Adresse work

Besuchsadresse:

Barkhausenbau, E 16 Helmholtzstraße 18

01069 Dresden

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work Tel.

Sprechzeiten:

Montag bis Freitag:
08:00 - 17:00

Team

Smart Architecture

Projekt

Beschreibung des Projekt

Projekt Website

Forschungsinteressen

  • Generative / Edge AI (Artificial Intelligence)
  • Edge AI prototype for Industrial Process
  • MLOps - Machine Learning in Operations
  • Data Engineering & Data Science
  • Model-Based Software Engineering
  • Smart Architectures

  • ecoKI - Industry Automation Usecase

  • Energy & Cost Efficient Solutions for Small and Medium-sized Enterprises (SMEs)

Kurzbiographie

Zeitraum Tätigkeit
Present - Dec. 2021 Research Associate                                                                                             Chair of Process Control Systems and Process Systems Engineering, Prof. Urbas, TU Dresden, Germany
Jan. 2021 -Sep. 2019  Researcher & Analyst                                                                                          UGROUND GLOBAL, S.L, Madrid, Spain
Jan. 2021 -Sep. 2019 Researcher                                                                                                Research Group: Modelling & Software Engineering
Research Group                                                                              Universidad Autónoma de Madrid, Spain                                                     Award & Honor:  European Union’s Horizon 2020 research and innovation program under the Marie Skłodowska-Curie     
Aug. 2019 - Feb. 2019  Lecturer (Computer Sciences)                                                                  Bahria University, Islamabad, Pakistan
Aug. 2019 - Feb. 2018  Lecturer (Computer Sciences & Software Engineering)                              Army Public College of Management & Sciences (APCOMS) Rawalpindi, Pakistan
Aug.2016 -Aug. 2012  Master's Degree in Software Engineering                                                    University of Engineering and Technology Taxila, Pakistan                       Dissertation:  "Robust Real-Time Video Streaming Analysis Algorithm for Situation Awareness through Hand Gestures"                                        Award & Honor: PEC M.Sc. Merit Scholarship, Laptop & cash prize
Nov.2017 -Dec. 2011  ICT Consultant                                                                                                    Asif & Umar Associates. Pvt Limited, Rawalpindi, Pakistan
Mar.2010-Jan. 2007  IT Engineer                                                                                                 Defense Science and Technology Organization (DESTO) , Chaklala Cantt, Rawalpindi, Pakistan                                                                                  Award & Honor:                                                                                           *  Best Scientist of the Year (2008-2010) Cash prize                                         * HONORARIUM (2009) Cash prize
Jul.2005-Jun. 2005  Lecturer – “ICS”                                                                                                    Community Model Girls Higher Sec. School Rawalpindi, Pakistan                 Award & Honor:  Volunteer work for young female students who want to study Computer Science
Jul.2004-Jun. 2004 Internship                                                                                                        Fauji Foundation Head Office Rawalpindi, Pakistan
Jun.2006-Feb. 2002 Bachelor's Degree in Software Engineering                                         Fatima Jinnah Women University, The Mall, Rawalpindi, Pakistan Dissertation:  "Video-Based Effective Density Measurement for Wireless Traffic Control Application"                                                                          Award & Honor:                                                                                                    * 3rd Prize (Cash Prize & Honorary Plaque) in the Category of Engineering/Interfacing, 5th All Pakistan Inter College/University Software Competition and Exhibition, COMPPEC EME- (NUST).                   * HEC overseas Ph.D. scholarships for females (Phase-II) in the 2009/2010 scheme. Got admission in Ph.D. Department of Electrical & Computer Engineering at The University of Western Ontario, Canada, under Dr. L.F. Capret (I didn't pursue it due to family obligations).

Publikationen

https://orcid.org/0000-0003-3753-3778

13 Einträge

2024

2023

Logo Forschungsinformationssystem Diese Informationen werden durch das FIS bereitgestellt.

Präsentationen

Xinyu Wang, Fatima Rani, Zohra Charania, Lucas Vogt, and Prof. Leon Urbas. "Increasing energy efficiency for sustainable Development in production: The role of machine learning in the ecoKI project". 25. VDI-Kongress AUTOMATION 2024 AI beats Automation?, July 02-03, 2024, Baden Baden, Germany.

Fatima Rani, Xinyu Wang, Zohra Charania, Lucas Vogt, and Prof. Leon Urbas. "Scalable data pipeline: Ontology-based OPC UA data access for the industrial internet of things". 25. VDI-Kongress AUTOMATION 2024 AI beats Automation?, July 02-03, 2024, Baden Baden, Germany.

Fatima Rani, Dr. Valentin Khaydarov, and Prof. Leon Urbas. "Advancing with digitalization and AI for energy and cost efficiency for SMEs: ecoKI perspective". In the Annual Meeting of the ProcessNet specialist group “Process, Apparatus and Plant Technology” (PAAT), November 20-21, 2023, Frankfurt am Main, Germany.

Fatima Rani, Xinyu Wang, Ilhan Mutlu and Prof. Leon Urbas. "A Centralized MongoDB-Based Repository Design for IIoT Data: The ecoKI Project."  The 22nd World Congress of the International Federation of Automatic Control (IFAC World Congress 2023), July 8-14, 2023, Yokohama, Japan.

Fatima Rani, Dr. Valentin Khaydarov, Dennis Bode, Dr. Ilhan Mutlu and Prof. Leon Urbas.  "MLOps practice: Overcoming the energy efficiency gap, empirical support through
ecoKI platform in the case of German SMEs."  In Protection, Automation & Control, World Global Conference (PAC), June 26-29, 2023, Glasgow, Scotland.

Xinyu Wang, İlhan Mutlu, Fatima Rani, Lucas Drowatzky, and Prof. Leon Urbas. "A Comparative Study to Evaluate the Performance of Communication Protocols for Process Industry." In 32nd International Telecommunication Networks and Applications Conference (ITNAC), Nov 30- Dec 02, 2022, Wellington, New Zealand.

Fatima Rani, Pablo Diez, Enrique Chavarriaga, Esther Guerra, and Juan de Lara. "Automated migration of eugenia graphical editors to the web." In Proceedings of the 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings (MODELS), October 16-23, 2020, Virtual Event, Montreal, Canada.

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Fatima Rani
Letzte Änderung: 24.07.2024