AI
• Built a deep learning Convolutional Neural Network in MATLAB to solve an image processing rice classification problem. Optimized and fine-tuned 2 pre-trained CNNs; Alexnet and Googlenet.• Handled data pre-processing, data augmentation, experimented with different topologies and network architecture and assessed their performance using varying metrics and conducted hyperparameter tuning.• This coursework required critical analysis […]
Software
• In a team of 5, created a Web Application (Three Tier Architecture) with CRUD functionality using Test Driven Development (TDD). Worked as a team in an agile environment. Used GitHub for version control.• Developed in Visual Studio using C# in the .NET framework. Created a relational database in Microsoft SQL Server. Used ASP.NET to […]
AI
How it Works: The user pastes their training code and enters GPU/CPU details in the Streamlit front-end. When the user clicks “Get eco-tips,” a HTTP POST request is sent to the FastAPI server, with a JSON body containing the code and hardware info. FastAPI server back-end receives the request and invokes LangChain’s OllamaLLM wrapper. LangChain […]
AI
Implemented RAG (Retrieval-Augmented Generation) for the 3 instances of LLMs running in the project, since a database of past legal cases was provided and it was essential to ensure the LLMs could meaningfully incorporate that domain-specific information into their outputs. I handled the vector embedding, integration, and the entire end-to-end implementation of it. The steps […]
WordPress
Web Development Intern for Therapists Group SME Website Link: https://wellbeingtherapysolutions.co.uk/
WordPress
Freelance for Bakery Startup Website Link: https://bpsbakery.com/
WordPress
Freelance for Care Agency SME Website Link: https://ztl.care/
WordPress
Freelance for Consultant SME Website Link: https://wealthmindsetconsult.com/
WordPress
Custom WordPress Classic Theme developed in Visual Studio Code. Contains Custom Post Types and ACF. Technologies: WordPress, HTML, CSS, SASS, PHP, JavaScript, Bootstrap, npm Website Link: it’s this website! GitHub Code Link: https://github.com/alina-ahmed-tech/webdev_portfolio