Senior Software Engineer -Machine Leaening
Boeing
مجموع سنوات الخبرة :15 years, 4 أشهر
Developing AI models that can be deployed on edge devices.
Working on a project conducted jointly by UniSA and BAE Systems Australia for ASC Shipbuilding titled ‘The Application of Interactive Narrative Visualisation and Big Data to improve High Value Manufacturing’.
Utilising various technologies such as Kafka, FastAPI, SOA, Microservice architecture, etc., to develop various components of the system.
Working on innovative solutions to provide acute medical care data platforms as a service using Artificial Intelligence clinical diagnostic tools and technologies.
Research fellow at Centre for Intelligent Systems, Brisbane. Worked as a part of team in a collegiate manner to develop novel image processing / image segmentation strategies using tensorflow, openCV, sklearn, and other open source libraries on different projects to identify road side attributes, fire hazard due to road side vegetation, and road defect detection.
Presented various works at different conference venues, project expositions, and workshops.
Managed internal and external stakeholders at various levels to discuss project progressions, change logs, and progress reports.
Academic tutor for the courses of IT and Mathematics.
Prepared and delivered lectures, exercises and exams in:
- Data science
- Programming fundamentals
(Bachelor Degree in Computer Science)
Prepared and delivered practical teaching labs in:
- Object oriented programming
- Machine learning
- Programming fundamentals
- Computer networking
(Bachelor Degree in Computer Science)
Supervised student research projects (Bachelor & Master level)
Set up and managed a research group and laboratory (Headcount: 5)
Managing research projects in relation to ensemble classifiers, and social network analysis
Six months drive to develop a middle ware to integrate Loxon financial services with banks existing online banking transaction systems.
Lead and managed a team of 15 developers to steer the development of the project.
Took the project from inception to a successful UAT.
Prepared and delivered lectures, exercises and exams in:
- Data science
- Programming fundamentals
(Bachelor Degree in Computer Science)
Prepared and delivered practical teaching labs in:
- Computer networking
(Bachelor Degree in Computer Science)
Supervised student research projects (Bachelor & Master level)
Set up and managed a in house software house hosted by the university (Headcount: 15)
Managing research projects in relation to computer networks and social network analysis
Thesis: "A Novel Framework for Optimised Ensemble Classifiers" Exploring ensemble methods to surpass the generalisation capabilities of single classifier models. Proposed several novel ensemble methods using the "perturb and combine" strategy and conducted experiments on benchmark classification datasets such as Wisconsin Breast Cancer datasets etc. Developed deep ensemble strategies to conduct experiments on benchmark image datasets, and conducted semantic segmentation using fully convolutional network on an industrial project to identify road side attributes.
Thesis: "Risk Mitigation Strategies when Managing Overseas Projects" Studied different courses based around Project Management Body of Knowledge (PMBOK)
Bachelors of Computer Engineering having the following major courses Object Oriented Programming with Java, Micro Processor designing, Computer networks, Digital Signal Processing, VHDL, Digital Communication, Data communication, Project management etc. Also I developed an LED based screen that was connected through EIA 232 to a computer displaying messages that were coming from internet through users mobile, as my final year project.