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Experience
Developer, Data Engineer
Federation University Australia
Melbourne, Victoria, Australia
Jul 2024 - Present
Building scalable data pipelines and analytics platforms using Python and Microsoft SQL Server.
Developer, Data Engineer
Federation University Australia
Melbourne, Victoria, Australia
Building scalable data pipelines and analytics platforms using Python and Microsoft SQL Server.
Jul 2024 - Present
Sessional Academic
Swinburne University of Technology
Hawthorn, Victoria, Australia
Mar 2020 - Present
Delivering lectures and tutorials for undergraduate and postgraduate courses in IoT, data visualization, programming, big data, and computer systems. Supervising postgraduate research projects in IoT, data science, and big data, providing guidance and mentorship to students throughout the research process.
Mar 2020 - Present
Sessional Academic
Swinburne University of Technology
Hawthorn, Victoria, Australia
Delivering lectures and tutorials for undergraduate and postgraduate courses in IoT, data visualization, programming, big data, and computer systems. Supervising postgraduate research projects in IoT, data science, and big data, providing guidance and mentorship to students throughout the research process.
IoT RND Data Analyst
Blueiot Technology Co., Ltd
Melbourne, Victoria, Australia
Aug 2023 - Jun 2024
Conducted in-depth analysis of IoT sensor data to optimize air quality monitoring systems. Designed and developed wire frame prototypes for monitoring building sensor systems. Created interactive dashboards to visualize air quality trends and patterns.
IoT RND Data Analyst
Blueiot Technology Co., Ltd
Melbourne, Victoria, Australia
Conducted in-depth analysis of IoT sensor data to optimize air quality monitoring systems. Designed and developed wire frame prototypes for monitoring building sensor systems. Created interactive dashboards to visualize air quality trends and patterns.
Aug 2023 - Jun 2024
Research Assistant
Swinburne University of Technology
Melbourne, Victoria, Australia
Oct 2022 - Jun 2023
Developed AI-driven solutions for real-time detection of bicycle lanes using computer vision techniques to improve road safety for cyclists, particularly in low-visibility nighttime conditions.
Oct 2022 - Jun 2023
Research Assistant
Swinburne University of Technology
Melbourne, Victoria, Australia
Developed AI-driven solutions for real-time detection of bicycle lanes using computer vision techniques to improve road safety for cyclists, particularly in low-visibility nighttime conditions.
IoT Researcher
Swinburne University of Technology
Hawthorn, Victoria, Australia
Jul 2019 - Jun 2023
Conceptualized and implemented a framework for efficient and scalable data generation tailored to IoT applications. 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. Mentored research projects, ensuring successful execution and impactful outcomes.
IoT Researcher
Swinburne University of Technology
Hawthorn, Victoria, Australia
Conceptualized and implemented a framework for efficient and scalable data generation tailored to IoT applications. 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. Mentored research projects, ensuring successful execution and impactful outcomes.
Jul 2019 - Jun 2023
Software Developer
Infosys
Greater Hyderabad Area
Mar 2017 - Apr 2019
Led SQL development initiatives for Oracle APPS, focusing on ERP system optimization and enhancement. Spearheaded the creation of technical and functional documentation to streamline project requirements and ensure alignment with business objectives. Drove cross-functional collaboration with stakeholders, delivering high-quality solutions while ensuring adherence to timelines and project goals.
Mar 2017 - Apr 2019
Software Developer
Infosys
Greater Hyderabad Area
Led SQL development initiatives for Oracle APPS, focusing on ERP system optimization and enhancement. Spearheaded the creation of technical and functional documentation to streamline project requirements and ensure alignment with business objectives. Drove cross-functional collaboration with stakeholders, delivering high-quality solutions while ensuring adherence to timelines and project goals.
Research Scholar
IIT (ISM) Dhanbad
Dhanbad, Jharkhand, India
Jun 2015 - Apr 2016
Implemented a face recognition system, utilizing eigenface and distance classifier, and achieved an accuracy of 93.33%. Authored and published work in peer-reviewed journals and international conferences showcasing the research findings and contributions in the field.
Research Scholar
IIT (ISM) Dhanbad
Dhanbad, Jharkhand, India
Implemented a face recognition system, utilizing eigenface and distance classifier, and achieved an accuracy of 93.33%. Authored and published work in peer-reviewed journals and international conferences showcasing the research findings and contributions in the field.
Jun 2015 - Apr 2016
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.