M.Tech Final Year Projects
Deep learning, distributed systems, and algorithm research projects.
Fake Review & Bot Detection System for E-Commerce Platforms
Behavioral metadata and text stylometry analysis engine flagging coordinated bot review farms and deceptive 5-star ratings.
Food Calorie & Nutrition Estimation from Plate Photos
Computer vision model identifying food items on dinner plates and estimating approximate portion grams and caloric value.
Deep Learning Animal Species Identification & Poaching Early Warning
Motion-activated camera trap image classifier identifying endangered wildlife and alerting forest rangers to human poachers.
Predictive Patient Hospital Readmission Risk Calculator
Clinical healthcare decision support system predicting 30-day patient readmission likelihood from post-discharge vitals.
E-Commerce Visual Search & Similar Product Recommendation Engine
Image embedding search allowing shoppers to upload clothing photos and instantly find visually similar catalog items.
Automated Question Generation & Flashcard Maker from PDF Textbooks
Generative NLP tool generating bloom-taxonomy multiple choice questions, short answers, and flashcards from uploaded course PDFs.
Malware Binary Classification using Byteplot Image Conversion & CNN
Cybersecurity engine converting compiled PE binary executables into 2D grayscale textures to classify malware families.
AI News Video Anchor & Automated Video Synthesis Pipeline
Text-to-video synthesis pipeline converting text news scripts into lip-synced photorealistic avatar broadcasts.
Satellite Imagery Deforestation & Urban Sprawl Change Detector
Multitemporal satellite image comparison neural network tracking rainforest depletion and urbanization rates over multi-year spans.
Speech Emotion Recognition for Customer Call Center Quality Assurance
Acoustic frequency and pitch analyzer evaluating customer agent calls to detect caller frustration and escalate to supervisors.
Legal Contract Analyzer & Risky Clause Identifier (NLP)
Natural language processing tool scanning 50-page NDAs and vendor contracts to highlight non-standard liability and termination clauses.
Autonomous Drone Navigation & Obstacle Avoidance Simulator
Reinforcement learning navigation agent guiding autonomous quadcopters through dynamic 3D environments without collisions.