"Beyond the Scan: Enhancing Brain Tumor Detection through AI Visualization"
"Medical scans can be incredibly complex, so I conducted a comparative failure analysis to see how different AI 'brains'—like ResNet50 and Vision Transformers—interpret them. By using heatmap visualizations (as seen in the image), I’ve made it easier to see exactly where a model succeeds or struggles, aiming to make AI-assisted diagnostics more reliable and transparent."🧠
1
58
Email Spam Classifier
"We all deal with digital clutter, so I developed this classifier to help clear the noise from our inboxes. I focused on analyzing the relationship between words and 'spammy' patterns, creating a model that works behind the scenes to keep your digital life a bit more organized and stress-free."👍
3
3
82
Food Delivery Prediction
"Waiting for food can be the longest part of the day, so I used data to find out exactly what causes those delays. This project isn't just about numbers; it’s about identifying the real-world factors—like weather and distance—that impact our daily logistics, helping make delivery times more predictable and reliable."🔥
1
67
Movie Recommendation System
"The image above shows the actual similarity logic and output results of a recommendation engine I built to take the guesswork out of movie night. By analyzing hidden patterns in film data, I created a tool that understands your personal taste. You can view the full code in my github profile."😊