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Experience
Developer, Data Engineer
Federation University Australia
Melbourne, Victoria, Australia
Jul 2024 - Present
Building data pipelines using Python and Microsoft SQL Server.
Developer, Data Engineer
Federation University Australia
Melbourne, Victoria, Australia
Building data pipelines using Python and Microsoft SQL Server.
Jul 2024 - Present
Sessional Academic
Swinburne University of Technology
Hawthorn, Victoria, Australia
Mar 2020 - Present
Delivering lectures for undergraduate and postgraduate courses.
Mar 2020 - Present
Sessional Academic
Swinburne University of Technology
Hawthorn, Victoria, Australia
Delivering lectures for undergraduate and postgraduate courses.
IoT RND Data Analyst
BlueIot Technology Co., Ltd
Melbourne, Victoria, Australia
Aug 2023 - Jun 2024
Created interactive dashboards to visualize air quality trends and patterns.
IoT RND Data Analyst
BlueIot Technology Co., Ltd
Melbourne, Victoria, Australia
Created interactive dashboards to visualize air quality trends and patterns.
Aug 2023 - Jun 2024
IoT Researcher
Swinburne University of Technology
Hawthorn, Victoria, Australia
Jul 2019 - Jun 2023
- Developed research prototypes and Proof-of-Concept models to validate hypotheses and derive data-driven insights. - Analyzed large-scale IoT data to identify trends, uncover patterns and improve forecasting accuracy. - Published research findings in peer-reviewed journals and presented at international conferences.
Jul 2019 - Jun 2023
IoT Researcher
Swinburne University of Technology
Hawthorn, Victoria, Australia
- Developed research prototypes and Proof-of-Concept models to validate hypotheses and derive data-driven insights. - Analyzed large-scale IoT data to identify trends, uncover patterns and improve forecasting accuracy. - Published research findings in peer-reviewed journals and presented at international conferences.
Software Developer
Infosys
Greater Hyderabad Area
Mar 2017 - Apr 2019
SQL development initiatives for Oracle APPS, focusing on ERP systems.
Software Developer
Infosys
Greater Hyderabad Area
SQL development initiatives for Oracle APPS, focusing on ERP systems.
Mar 2017 - Apr 2019
Research Scholar
IIT (ISM) Dhanbad
Dhanbad, Jharkhand, India
Jun 2015 - Apr 2016
- Implemented a face recognition system, utilizing eigenface and distance classifier. - Authored and published work in peer-reviewed journals and international conferences showcasing the research findings and contributions in the field.
Jun 2015 - Apr 2016
Research Scholar
IIT (ISM) Dhanbad
Dhanbad, Jharkhand, India
- Implemented a face recognition system, utilizing eigenface and distance classifier. - Authored and published work in peer-reviewed journals and international conferences showcasing the research findings and contributions in the field.
Education
Doctor of Philosophy (PhD)
Swinburne University of Technology
Internet of Things
2019 - 2023
Master of Technology (MTech)
Indian Institute of Technology (ISM), Dhanbad
Computer Science (Spl in Information Security)
2014 - 2016
Bachelor of Technology (BTech)
Calcutta Institute of Technology
Computer Science & Engineering
2010 - 2014
Skills
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Languages
PythonSQLCMATLABReact.js
Research & ML
Independent ResearchDeep LearningDigital Image ProcessingData ModelingData AnalyticsResearch SupervisionOnline Research
Data & IoT
Internet of Things (IoT)Data PipelinesData SimulationSensor Data Analysis
Web
React.jsNext.jsTailwindCSSTypeScript
Tools
Amazon Web Services (AWS)GitDockerDSACryptographyOperating Systems
Projects
Published
Research / IoT
IoT Application Data Simulation
SA-IoTDG — a simulation tool for generating realistic IoT application data for testing and development of IoT systems, with published research in MDPI Sensors.
PythonReactNode.js
Published
Computer Vision
Face Recognition in Various Lighting
Research on face recognition techniques using PCA and DC methods to improve accuracy across varying lighting conditions.
PythonOpenCVMATLAB
Completed
Computer Vision
Road Marking Detection
A bicycle lane detection system using computer vision to detect and classify road markings for safer cycling infrastructure.
PythonOpenCVDeep LearningImage Processing
Thesis
My research comprised of various projects in transportation and manufacturing domain which involved analyzing large, complex sensor data sets to uncover meaningful patterns. I also explored the application of machine learning models for object detection, to better understand and improve real-world processes.
Read ThesisPublications
IET2024· Book Chapter
Introduction to Benchmarking IoT Middleware
Mondal, S., Jayaraman, P.P., Haghighi P.D., Hassani, A., Georgakopoulos, D.
IEEE Xplore2023· Journal
Situation-Aware IoT Data Generation towards Performance Evaluation of IoT Middleware Platforms
Mondal, S., Jayaraman, P. P., Delir Haghighi, P., Hassani, A., & Georgakopoulos, D.
MDPI Sensors2023· Journal
Situation-Aware IoT Data Generation towards Performance Evaluation of IoT Middleware Platforms
Mondal, S., Jayaraman, P. P., Delir Haghighi, P., Hassani, A., & Georgakopoulos, D.
International Conference on Information Integration and Web Intelligence2021· Conference
Modelling IoT Application Requirements for Benchmarking IoT Middleware Platforms
Mondal, S., Hassani, A., Jayaraman, P.P., Delir Haghighi, P., Georgakopoulos, D.
Advances in Intelligent Systems and Computing2017· Book Chapter
Face Recognition Using PCA and Minimum Distance Classifier
Mondal, S., & Bag, S.