Projects
A selection of software engineering projects, web applications, and machine learning models.
Devnovate — MERN Stack Blogging Platform
Collaborated in a 3-member team to build Devnovate, a MERN stack blogging platform supporting full CRUD operations, Markdown editing, SEO slug routing, user KPI analytics, dual-database engine, and admin moderation.
Multimodal Deepfake Detector
Engineered a multimodal deepfake detector pairing an Xception visual branch and a CNN audio branch, fused via a cross-modal attention gate and trained on FakeAVCeleb plus 4,000 VoxCeleb2 videos. Achieved 94% accuracy and 0.981 ROC-AUC.
Study Assistant — AI Flashcards & Quizzes
Architected an interactive learning app in Next.js (App Router) supporting 3 study modes: 3D Flashcards, Self-Retrieval Quizzes, and Concept Checklists. Engineered a 5-tier resilient AI fallback backend (Groq, Gemini, NVIDIA NIM).
Gestara AI — Indian Sign Language Interpreter
Developed an Indian Sign Language interpreter featuring real-time Sign-to-Text and Text-to-Sign translation powered by MediaPipe hand landmarkers, TensorFlow, and a Flask backend with gesture autocomplete.