PhD/PostDoc Projects

Email-Focused Topics

1. Zero-Day Phishing Email Detection Using Continual Pretrained LLMs with Concept Drift Adaptation
   
   

2. Intent-Aware Email Response Generation via Multi-Agent Reinforcement Learning
   
   

3. Differentially Private and Federated Email Topic Modeling for Cross-Enterprise Knowledge Discovery
   
   

4. Cross-Lingual Emotion Recognition in Emails Using Large-Scale Multi-modal Transformer Fusion
   
   

5. Thread-Aware Conversational Email Summarization with Temporal Graph Neural Networks
   
   

6. Hybrid Stylometric–LLM Framework for Detecting AI-Generated Business Emails
   
   

7. Federated Email Prioritization and Scheduling on Resource-Constrained Edge Devices
   
   

8. Advanced Email Attachment Risk Scoring Using Graph Neural Networks for Malware Lineage Tracking
   
   

9. Semantic Email De-duplication with Knowledge Graph-Enhanced CRM Systems
   
   

10. Adaptive Spam Filtering Using Meta-Learning Across Evolving Threat Vectors
    
    

Social Media-Focused Topics

1. Multi-modal Transformer Framework for Cross-Lingual Misinformation Detection in Short-Form Videos
   
   

2. Geo-spatiotemporal Crisis Event Prediction Using Graph Neural Networks on Social Streams
   
   

3. Causal Inference Models for Quantifying Influencer Marketing Impact on Consumer Behavior
   
   

4. Multi-Platform Mental Health Early Warning Systems via LLM-Based Emotion Graphs
   
   

5. Privacy-Preserving Cross-Platform User Identity Resolution Using Federated Representation Learning
   
   

6. Explainable AI for Detecting Covert Sponsored Content and Native Advertising Campaigns
   
   

7. Deepfake Video Attribution Using Watermarking and Multi-modal Artifact Detection
   
   

8. Code-Switching Aware Hate Speech Detection via Neuro-Symbolic AI
   
   

9. Dynamic Summarization of Social Media Discourse Using Attention-Aware Graph Summarizers
   
   

Business-Focused Topics

1. Causal-AI Driven Dynamic Pricing Models in Competitive E-commerce Ecosystems
   
   

2. Temporal Graph Neural Networks for Churn Prediction in Subscription-Based Businesses
   
   

3. LLM-Augmented Market Basket Analysis for Context-Aware Recommendation Systems
   
   

4. Interpretable Fraud Detection Using Counterfactual Explanations and Causal Models
   
   

5. Digital Twin Framework for Predictive Supply Chain Disruption Analysis
   
   

6. Emotionally Adaptive Conversational AI for Real-Time Customer Support
   
   

7. Cross-Modal Financial Forecasting Using LLMs on Market News and Sentiment Data
   
   

8. Federated Credit Risk Assessment Across International Financial Institutions
   
   

9. Bias-Aware Automated Recruitment Systems with Ethical AI Auditing
   
   

10. Attrition Forecasting Using Multi-source HR Data with Fairness Constraints
    
    

Health-Focused Topics

1. Early Detection of Neurodegenerative Diseases Using Multi-Sensor Wearable Fusion
   
   

2. Explainable AI for Diabetic Retinopathy Progression Prediction Across Populations
   
   

3. Speech–Text Fusion Models for Predicting Mental Health Risks in Real-Time Interactions
   
   

4. Personalized Nutrition Planning Using Genomic and Lifestyle Data with Federated Models
   
   

5. Cancer Prognosis Prediction via Multi-omics and Imaging Integration
   
   

6. Patient Readmission Prediction Using Hybrid Causal + Deep Learning Models on EHRs
   
   

7. Real-Time Fall Detection and Prevention System Using Wearable + Vision AI Fusion
   
   

8. AI-Driven Knowledge Graphs for Accelerated Drug Repurposing in Rare Diseases
   
   

9. Cognitive Stress Estimation Using Brain-Computer Interfaces and Multimodal Sensors
   
   

10. LLM-Enabled Telemedicine Assistants for Low-Resource Healthcare Environments
    
    

Web Development Topics

1. LLM-Powered Resume Builder with Skill Trajectory Prediction and Future Career Mapping
   
   

2. Scalable Multi-Modal Collaborative Whiteboard with Gesture + Voice + AR Interfaces
   
   

3. Blockchain + ZKP (Zero Knowledge Proof)-Based Global Certificate Verification Framework
   
   

4. Privacy-First Decentralized Social Media with Federated Recommendation Engines
   
   

5. AI-Enhanced Legal Document Summarizer with Causal Argument Extraction
   
   

6. Adaptive Multi-Language Learning Platform with Emotion-Sensitive AI Tutors
   
   

7. Universal Accessibility Web Portal Using Real-Time Multimodal Adaptation (Vision, Speech, Touch)
   
   

8. Carbon-Neutral E-commerce Platform with AI-driven Sustainable Shopping Guidance
   
   

9. Bias and Propaganda Detection in AI-Powered News Aggregation Portals
   
   

10. Dynamic Context-Aware Career Matching Portal Using LLMs + Graph Neural Networks
    
    

App Development Topics

1. AI Fitness Coach with Real-Time Biofeedback Integration from Wearables
   
   

2. Personalized Finance Prediction with Generative AI for Economic Scenario Simulation
   
   

3. Smart Healthcare Appointment Scheduling with AI-Driven Diagnosis Pre-screening
   
   

4. Neural Machine Translation App for Low-Resource Languages with On-Device LLMs
   
   

5. Decentralized Disaster Alert & Relief Coordination App Using Blockchain + AI
   
   

6. Adaptive Gamified Mental Health Intervention App with Emotion Recognition via Multimodal AI
   
   

7. AR-Enhanced Interior Design App with Real-Time Physics-Based Furniture Simulation
   
   

8. Smart Campus Navigation with AI-Driven Accessibility for Students with Disabilities
   
   

9. Circular Economy App for Recycling and Rewards with AI-driven Material Recognition
   
   

10. AI Travel Companion App with Context-Aware Itinerary Generation and Safety Alerts