 
                              Pattern : Generative AI Software
                    LLMOps | Generetive AI | Data Engineering | Software Dev                                 
                    2024
                    A generative AI software built for businesses to extract meaning customer insights from engagement from online communities.
                    
                 
                              Mahiz - Crop Disease AI Detection at scale
                    Machine Learning | Robotics  | LLM Robotic control
                    2024
                    Early detection of Maize Streak Disease(MSD) for early intervention by utilizing a built trapeze motor-controlled robotic system and a trained machine learning model (convolutional neural network).
                    
                 
                              Inclusive Work - Future of work for the Blind
                    Data Visualization | Data Science | Machine Learning 
                    2024
                    A interactive web-based data visualization using a force-directed algorithm to map relationships between occupations based on skill similarities. 
                    It includes a job recommendation tool for blind workers, challenging stereotypes and showcasing their occupational potential.
                 
                              Deep Dive: LLM Prompt Attention Visualizer
                    LLM Research | Prompt Engineering | Human-centered AI                                                                                                                                       
                    2024
                    Created as a pivotal educational and debugging tool, translating the complexities of attention mechanisms into an intuitive interface for fellow researchers, developers, and AI enthusiasts, aiding in model understanding and refinement.
                    
                 
                              Enlight Web Extension: Web Accessibilty Interface
                    Generative AI | We Accessibility | Natural User Interfaces
                    2024
                    A ChatGPT-4 API-powered Chrome extension to enhance web browsing accessibility for the visually impaired and overcome shortcomings of screen readers.
                    This tool intelligently interprets web content, providing contextualized audio-visual summaries and enabling interactive, conversational engagement for deeper content insights.