Bilingual (English/Urdu) AI assistant for University of Layyah — Top 10 hackathon project.

Highlights:

• Role-based responses + voice input/output
• Bilingual support with offline fallback mode
• 🏅 Top 10 out of 23+ teams

Binary classification model predicting high-cost healthcare members (>$30,000/year).

Highlights:

• Ensemble: LightGBM + XGBoost (soft voting)
• Recall 0.825 · F1 0.616 at threshold 0.35
• 🏅 Softtec 2026 ML Competition, FAST NUCES

Regression model predicting residential sale prices, ranked on the global Kaggle leaderboard.

Highlights:

• 🎯 Kaggle Global Rank #2,199 · RMSLE 0.13710
• 79 input features + engineered "TotalSF" feature
• Full EDA + feature engineering pipeline

Real-time product detection and low-stock alerts using computer vision.

Highlights:

• Real-time object detection on video feed
• 92% accuracy on custom retail dataset
• Automated low-stock GUI alerts

Deep learning CNN model recognizing American Sign Language hand signs.

Highlights:

• Custom dataset, data augmentation pipeline
• 88% recognition accuracy
• Accessibility-focused GUI (Tkinter)

ML model detecting fraudulent transactions on highly imbalanced data.

Highlights:

• SMOTE oversampling for class imbalance
• Logistic Regression + Random Forest comparison
• Full precision/recall/F1/ROC-AUC evaluation

Full stack food ordering & management system with live analytics.

Highlights:

• Role-based access (admin/customer)
• Real-time order tracking + analytics dashboard
• Coupons, reviews, cart management

Premium React e-commerce web app with glassmorphism UI and full shopping flow.

Highlights:

• Shopping cart, wishlist & checkout flow
• Dark/light mode with glassmorphism UI
• Built with React + Vite

Full-stack inventory management system with AI forecasting, natural language assistant, and real-time alerts for growing e-commerce teams.

Highlights:

• AI-powered demand forecasting with Groq
• Natural language inventory assistant
• Smart reorder recommendations
• Real-time low-stock & new-order alerts
• Complete order management with stock restoration
• Role-based access control (Admin + Staff)
• Fully responsive with dark mode

Full-stack grocery delivery platform with admin dashboard and analytics.

Highlights:

• 42+ products with user authentication
• Admin dashboard with smart analytics
• Delivery slot selection system

32+ projects across AI/ML, Full Stack, Computer Vision & NLP — including CIFAR-10/MNIST CNNs, RNN sentiment analysis, reinforcement learning, resume screening, and market basket analysis.