Building Real-Time Biometric Face Recognition with OpenCV & Dlib: Beyond Haar Cascades
How I built a real-time biometric attendance system in Python using OpenCV, Dlib’s 68-point landmarks, and 128D ResNet embeddings, solving frame lag and spoofing.
Machine Learning
Modular Query Refinement
NLP-powered search enhancement system for improving query accuracy and relevance
Face Recognition Attendance System
Real-time attendance tracking using face recognition with KNN classification
Building a Recipe Generator with Generative AI
How I built an AI-powered tool to generate recipes from fridge photos using Gemini, RAG, and structured outputs.