No further updates until February 2025, as I do not have the time to organise the content at present. For any updates, please visit my GitHub or Google Scholar.

  • Navigating Public Sentiment in the Circular Economy through Topic Modelling (URL)
    Duration: June 2023 - September 2023
    Affiliation: Heriot-Watt University
    Description: Employed natural language processing to analyse public opinions across multiple platforms using dynamic thematic modelling techniques, with an in-depth study of the dynamic BERTopic model.

  • Optimisation of Mathematical Benchmarks for Symbiosis-based Artificial Immune Systems (URL)
    Duration: September 2022 - May 2023
    Affiliation: Heriot-Watt University
    Description: Developed an innovative algorithm inspired by symbiotic relationships within artificial immune systems, demonstrating superior performance on complex optimisation problems.

  • Elemental Fury: Clash of the Titans (URL)
    Duration: March 2023 - April 2023
    Affiliation: Heriot-Watt University
    Description: Developed a 3D card battle game combining strategy and role-playing elements, using Unity3D and Blender for 3D models and animations.

  • Heriot-Watt University International Graduate Student Analysis (URL)
    Duration: March 2023 - April 2023
    Affiliation: Heriot-Watt University
    Description: Analysed trends in international postgraduate student enrolment, subject distribution, and accommodation using up-to-date datasets.

  • COVID-19 Data Visualisation and Analytics (URL)
    Duration: February 2023 - March 2023
    Affiliation: Heriot-Watt University
    Description: Conducted an in-depth analysis and visualisation of the COVID-19 outbreak using d3.js, including a 3D Earth model to track changes during the pandemic.

  • Medieval Adventure - 2D Role Playing Game (URL)
    Duration: January 2023 - March 2023
    Affiliation: Heriot-Watt University
    Description: Revitalised interest in medieval exploration through strategic gameplay and a compelling storyline, developed using Unity, with designs created in Photoshop and Adobe Illustrator.

  • Artificial Universe Modelling - 100k Stars Challenge (URL)
    Duration: December 2022 - January 2023
    Affiliation: Heriot-Watt University
    Description: Enhanced a simulated universe model to incorporate 100,000 stars, providing an interactive experience of universe exploration using JavaScript technologies.

  • Cloud Development Platform with Web Drive and Cloud Plug-in (URL)
    Duration: November 2022 - December 2022
    Affiliation: Heriot-Watt University
    Description: Developed a platform featuring document storage, collaborative editing, instant messaging, and integration with third-party services.

  • Indian Farmers E-commerce System (URL)
    Duration: August 2021 - December 2022
    Affiliation: United Nations Volunteers
    Description: Developed a marketplace enabling Indian farmers to sell their products directly to consumers, featuring payment, shipping, and internet marketing services.

  • Pill Counter using Mask-RCNN, OTSU, and Watershed Algorithms (URL)
    Duration: August 2022 - December 2022
    Affiliation: Beijing DuoTuo Century Technology Co.
    Description: Created an innovative pill counter employing deep learning and image processing algorithms for accurate pill identification and counting.

  • UVS Farmers Marketplace (URL)
    Duration: August 2021 - December 2022
    Affiliation: United Nations Volunteers
    Description: Developed an e-commerce platform connecting farmers and consumers, utilising Django REST Framework, PHP, MySQL, and Docker.

  • Web Browser using C# (URL)
    Duration: September 2022 - October 2022
    Affiliation: Heriot-Watt University
    Description: Designed and implemented a web browser in C#, incorporating features such as HTTP request handling, history management, and a simple GUI.

  • DCEE Project Official Website (URL)
    Duration: June 2022 - July 2022
    Affiliation: Heriot-Watt University
    Description: Developed a website to promote the Digital Circular Electrochemical Economy project, showcasing interdisciplinary research across UK universities.

  • Model Card for Face Recognition MS1M-ArcFace Dataset (URL)
    Duration: March 2022 - June 2022
    Affiliation: Heriot-Watt University
    Description: Implemented TensorFlow MobileFaceNet for face detection, with optimisations applied across various datasets without demographic identification.

  • The Mashup Design Platform “Elementum” (URL)
    Duration: September 2021 - April 2022
    Affiliation: Heriot-Watt University
    Description: Developed a content-sharing platform for collaboration and socialising, with a focus on art-sharing for group design projects.

  • “Turing Eye” Start Page (URL)
    Duration: May 2021 - September 2021
    Affiliation: China Agricultural University
    Description: Developed a search engine start page supporting multiple search services and personalised user settings.

  • Machine Learning Analysis Platform (MLap) Development (URL)
    Duration: April 2021 - September 2021
    Affiliation: The Engineering and Physical Sciences Research Council (EPSRC)
    Description: Built a platform for data analysis and training, supporting visual analysis, regression, and classification with MLFlow and Streamlit.

  • 2D Adventure Game “Ice and Fire” (URL)
    Duration: September 2020 - December 2020
    Affiliation: Heriot-Watt University
    Description: Developed an infinite 2D adventure game featuring dynamic challenges and item-based progression, with mouse controls for navigation and interaction.

  • Telegram-based News Classification Bot (URL)
    Duration: September 2020 - December 2020
    Affiliation: Heriot-Watt University
    Description: Created a bot to classify news on Telegram based on user preferences, comparing traditional news delivery with personalised news feeds.