Brian is a dedicated Software Engineering student at Monash University, having significant experience gained from his roles at Deloitte's Cyber Emerging Technologies (AI) team and CIMB Bank's Vulnerability Assessment and Penetration Testing (VAPT) team. He is deeply passionate about topics in the realms of Artificial Intelligence, Cybersecurity and Software Development.In his previous research project, Brian contributed to the development of a sophisticated deep learning web application in collaboration with an automation company and a bird nest factory. This application effectively utilized artificial intelligence to detect and classify the grade of edible bird's nests.Furthermore, Brian has experience leading the development of a generative AI-powered cybersecurity web application. His expertise extends to identifying vulnerabilities, compromised folders, and IP addresses within systems. Additionally, he is proficient in conducting compliance reviews and host assessments on bank servers, as well as developing server hardening scripts for streamlined security audits.Brian is proficient in an array of programming languages such as Python, HTML, CSS, JavaScript, and Java. He has also honed his skills in web development using Flask and vulnerability assessments using Nessus Tenable during his tenure at Deloitte and CIMB Bank respectively.
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Placement StudentAilecs LabMelbourne, Vic, Au
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InternEy Dec 2024 - Present• Interning at the Financial Analytics, Automation, and Robotics department -
Ai EngineerSynogize Jul 2024 - Oct 2024Melbourne, Victoria, Australia• Collaborated with a team of 5 to create an innovative chatbot application that leverages Generative AI for Text-to-SQL conversion and data visualization, enhancing user interaction with complex datasets.• Worked alongside a team of 3 to develop a comprehensive application for music artists that utilizes Generative AI to recommend optimal song selections and efficient tour routes, streamlining the planning process.• Employed Large Language Models from OpenAI, along with Langchain and Langgraph, to facilitate sequential processing and dynamic workflows, ensuring a responsive and user-friendly experience.• Developed an intuitive web application using Next.js for the front end and Python for the backend, integrated with Snowflake as the database solution, to ensure robust data management.• Designed and implemented a normalized database schema to optimize data storage and retrieval, enhancing application performance and integrity.• Leveraged various APIs, including Tavily Search API and Spotify API, to enrich data insights and provide detailed information about artists, enhancing the overall functionality of the applications. -
Ai Team MemberMonash Deepneuron Mar 2024 - Oct 2024• Collaborated with a team of 6 to develop an interactive chatbot for organizational inquiries.• Trained and fine-tuned Mistral AI’s model to handle specific organizational questions, ensuring balanced epochs to prevent overfitting.• Delivered a pitch presentation to the executive team, featuring a live demo of the chatbot. -
Data Scientist InternDeloitte Nov 2023 - Feb 2024• Interned in the Cyber Emerging Technologies (AI) department.• Led the development of the Microsoft security bulletins web application to streamlinethe investigation process for cybersecurity analysts.• Utilized generative AI in the cybersecurity application to provide comprehensive overview of security vulnerabilities affecting Microsoft products and services.• Utilized Large Language Models, from OpenAI and open-source libraries, to create summariesof vulnerabilities for cybersecurity analysts.• Developed the intuitive web application using Python, HTML, CSS, JavaScript and MongoDB along with frameworks such as Flask and Langchain for seamless user experience.• Integrated Microsoft’s API to gather vulnerabilities related to Microsoft products. -
Research AssistantMonash University May 2023 - Dec 2023• Collaborative research project with an automation company and a bird nest factory under the supervision of Dr. Lim Mei Kuan.• Collaborated with a team of 4 to develop the artificial intelligence web application prototype that effectively detects and grade edible bird's nests.• Conducted data preprocessing and augmentation to enhance accuracy.• Performed model training using advanced deep learning algorithms, specifically YOLOv8. -
School Of Engineering RepresentativeMonash University Student Association Jan 2023 - Dec 2023• Represented the School of Engineering community in the Monash Student Council and School Education Committee.• Led a team of 12 committee members to promote engagement among the School of Engineering community in a variety of social, academic and industrial events.• Established network with industries to secure sponsorship for School of Engineering events (eg. Intel).• Organised industrial visits for School of Engineering students (eg. Schneider Electric). -
First Year Student RepresentativeMonash University Student Association Mar 2022 - Dec 2022• Served as the representative for 1st year students in the Staff Student Liaison Meeting for the School of Engineering, facilitating communication between students and the academic team.• Compiled and analysed student feedback on various Monash platforms to contribute to continuous improvement initiatives.• Responded to inquiries from 1st year engineering students regarding academic matters and extracurricular activities, offering guidance and support.• Volunteered at School of Engineering flagship events, including university’s orientation.
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Research AssistantMonash University Apr 2022 - Mar 2023• Research project centered on the development of environmentally friendly packaging usingbiopolymers and coffee under supervision of Prof. Pooria Pasbakhsh.• Performed material testing using a tensile machine to assess physical properties.• Conducted comprehensive data analysis to extract insights into material properties from extensive datasets.• Analysed the physical properties of materials at both macro and micro-scale to gain thorough understanding of their characteristics.
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Student Engagement ManagerMonash University Mar 2022 - Dec 2022• Managed event logistics to ensure smooth execution of events for Monash University’sStudent Leadership Network and Monash Engineering Mentorship Program• 3D printed prizes using PLA printers for events such as Engineering Xploration Expo (E.X.E).• Supported in the execution of events such as Engineering Xploration Expo, Monash 2022 Engineering Exploration & Industrial Engagement Fair and Club Appreciation Night.
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Cyber Security InternCimb Nov 2022 - Feb 2023• Interned in the Vulnerability Assessment and Penetration Testing (VAPT) department.• Conducted vulnerability assessments using Nessus Tenable and Nmap to identify vulnerabilities in applications and systems.• Performed shared folder and default credential assessment using Advanced IP Scanner to detect compromised folders and data breach in systems and servers.• Performed information gathering using Kali Linux to assess systems for potential points of exploitation and security vulnerabilities.• Conducted compliance reviews and host assessments to ensure servers adhere to CIMB Security Baseline.• Developed server hardening scripts using Powershell and Bash to allow automated security audit on CIMB servers. -
Private TutorFreelance Dec 2021 - Jul 2022Private tuition for International General Certificate of Secondary Education (IGCSE) Chemistry,Business Studies and Mathematics using a variety of annotation applications and Zoom.
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Ausmat Academic MentorSunway College Mar 2021 - Oct 2021• Conducted weekly online mentoring sessions for Mathematics Methods and Physics• Offered academic guidance and emotional support to peers throughout the sessions. -
Interview TranscriberFreelance Nov 2020 - Jan 2021• Transcribed research project interview recordings using Microsoft Word.
Brian Nge Education Details
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Weighted Average Mark: 84.08
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Atar 97.30
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8A* 1A, 3 Best Subject Awards
Frequently Asked Questions about Brian Nge
What company does Brian Nge work for?
Brian Nge works for Ailecs Lab
What is Brian Nge's role at the current company?
Brian Nge's current role is Placement Student.
What schools did Brian Nge attend?
Brian Nge attended Monash University, Sunway College, Beaconhouse.
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