Project Catalog
Prompt Engineering for Secure Code Generation Using Large Language Models
Private M.Tech mini-project report delivery for Engala Shwetha.
Evaluation of Large Language Models for SQL Query Generation from Natural Language Questions
Private M.Tech mini-project report delivery for A Sairam.
A Framework for Detecting Unsupported Claims in LLM-Generated Text Using Evidence Grounding and Factuality Evaluation
Private M.Tech mini-project report delivery for Ettaboina Thrilochan Sai.
Design and Evaluation of an LLM-Based Literature Review Assistant with Citation Grounding and Evidence-Based Summarization
Private M.Tech mini-project report delivery for Gundoju Vinay Chary.
Comparative Study of Retrieval-Augmented Generation and Fine-tuning for Domain Specific Question Answering Applications
Private M.Tech mini-project report delivery for Oruganti Rajini.
Design and Evaluation of a Prompt Injection Attack Detection and Mitigation Framework for Secure LLM-Integrated Systems
Private M.Tech mini-project report delivery for Kommuri Naga Venkata Bharath Kumar.
RAG-Based Research Paper Recommendation and Explanation System for Academic Discovery
Private M.Tech mini-project report delivery for Kathula Shirisha.
Knowledge Graph-Enhanced Retrieval-Augmented Generation for Accurate and Explainable Academic Question Answering
Private M.Tech mini-project report delivery for Ramatenki Lakshyapathi.
Prompt Engineering Techniques for Improving the Accuracy and Reliability of LLM Responses
Private M.Tech mini-project report delivery for Ettavena Lavanya.
Evaluation of Large Language Models for Vulnerability Detection in Source Code
Private M.Tech mini-project report delivery for Golla Laxman.
Comparative Study of AI-Generated Text Detection Techniques for Identifying Machine-Generated Academic and Web Content
Private M.Tech mini-project report delivery for Mohammed Hazeq.
Performance Evaluation of Retrieval-Augmented Generation Models Using Different Vector Databases for Scalable Knowledge Retrieval
Private M.Tech mini-project report delivery for Puppam Rani.
A Framework for Reducing Sensitive Information Leakage in Large Language Model Responses
Private M.Tech mini-project report delivery for Paila Shiva Kumar.
Comparative Study of AI-Generated Text Detection Techniques for Identifying Machine-Generated Academic and Web Content
Private M.Tech mini-project report delivery for Katika Shiva Kumar.
Cyber Threat Intelligence Dashboard for Real-Time Attack Monitoring and Risk Analysis
Private M.Tech mini-project report delivery for Bingi Sai Kumar.
Secure Authentication Framework Using Risk-Based Multi-Factor Authentication and User Login Behavior Analysis
Private M.Tech mini-project report delivery for K Raj Kumar.
Design and Evaluation of a Machine Learning-Based Malware Detection Framework Using Static File Features and Behavioral Analysis
Private M.Tech mini-project report delivery for Kukkala Narendhar Reddy.
Detection of Cloud Misconfigurations Using Rule-Based Security Analysis and Automated Risk Assessment
Private M.Tech mini-project report delivery for Pendli Akhila.
Botnet Detection in Internet of Things Networks Using Traffic Pattern Analysis and Lightweight Machine Learning Models
Private M.Tech mini-project report delivery for Thudumu Varshitha.
Evaluation of Large Language Modules for Automatic Code Documentation and Developer Support
Private M.Tech mini-project report delivery for Regu Madhu.
Prompt Engineering for Generating High-Quality Multiple-Choice Questions Using Large Language Models
Private M.Tech mini-project report delivery for Manthuri Nikhitha.
Anomaly-Based Detection of Suspicious Network Traffic Using Encoding and Deep Learning Techniques
Private M.Tech mini-project report delivery for Harshitha Thumula.
Design and Evaluation of an Adversarial Prompt Testing Framework for Secure and Trustworthy LLM-Based Chatbots
Private M.Tech mini-project report delivery for Erra Niharika.
Evaluation of LLM-Based Personalized Learning Recommendation Systems for Adaptive Educational Support
Private M.Tech mini-project report delivery for M. Naga Prabhakar Rao.
Email Spam and Phishing Detection System Using Natural Language Processing and Ensemble Machine Learning Models
Private M.Tech mini-project report delivery for Kalva Ravali.
Privacy Preserving Secure File Sharing System Using Hybrid Cryptography and Access Control Mechanism
Private M.Tech mini-project report delivery for Chunchu Manasa.
Comparative Evaluation of Embedding Models for Accurate Document Retrieval in Retrieval-Augmented Generation Applications
Private M.Tech mini-project report delivery for Perne Lokeshwar.
Fake Social Media Profile Detection Using Graph-Based Features and Machine Learning Techniques
Private M.Tech mini-project report delivery for Kaithepalli Navya Gayathri.
A Comparative Study of Prompt Engineering for Improving the Accuracy, Relevance, and Reliability of LLM Responses
Private M.Tech mini-project report delivery for Chennoju Sravani.
Evaluation of Large Language Models for Automatic Code Documentation and Developer Support
Private M.Tech mini-project report delivery for T. V. Lakshmi Kancharla.
A Framework for Trustworthy Large Language Model-Based Academic Assistance
Private M.Tech mini-project report delivery for V. Prasanna Devi.
Digital Forensics-Based Deleted File Recovery and Evidence Preservation System
Private M.Tech mini-project report delivery for Vadithya Premsingh.
Evaluation of Zero-Shot, One-Shot, and Few-Shot Prompting Strategies for Academic Question Answering Using Large Language Models
Private M.Tech mini-project report delivery for Pathlavath Pavankalyan.
Semantic Chunking Technique for Improving Retrieval Accuracy and Response Quality in Retrieval Augmented Generation System
Private M.Tech mini-project report delivery for Akula Harshitha.
A Hybrid Deep Learning Approach for Detecting Malicious URLs and Preventing Web-Based Cyber Attacks
Private M.Tech mini-project report delivery for Indrakanti Rajeshkiran.
Comparative Study of Retrieval Strategies for Long-Context Large Language Model Applications
Private M.Tech mini-project report delivery for G. Manoj Kumar.
Evaluation of Guardrail Techniques for Safe, Reliable, and Policy-Compliant Generative AI Applications
Private M.Tech mini-project report delivery for Gajji Nithin.
Design and Evaluation of an LLM-Based Conversational Tutor with Adaptive Feedback Generation
Private M.Tech mini-project report delivery for Nikita Santosh Yalawar.
AutoExaminer: Prompt-Driven Question Paper Generation and Evaluation System
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Devops-Pilot: Self-Configuring Agentic Framework for CI/CD Automation
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
AutoDevOps GPT - Agentic AI Framework for Self-Healing CI/CD Pipelines
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
AutoInfraOps - Agentic DevOps Coordinator for Multi-Cloud Ecosystems
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
PromptStudio: An AI Lab for Automated Prompt Crafting
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Explainable AI Framework for Automated Decision Support in College Admissions
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
AI-Driven Virtual Campus Guide Using Speech Recognition and Text-to-Speech APIs
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Self-Improving Agent for LLM Prompt Optimization and Benchmarking
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
AI-Enhanced Academic Advisor System Using Hybrid Recommendation Models
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
LLM-Enhanced Framework for Secure Code Generation and Debugging
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
MentorMind: Goal-Oriented Academic Counselling Agent with Continuous Memory
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Serverless Function Orchestration with Cost-Aware Autoscaling in Multi-Tenant Environments
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
AI-Assisted Risk Assessment Framework for Cloud Infrastructure
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Auto Threat AI - Powered Framework for Automated Cyber Threat Intelligence Extraction
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Self-Healing Cloud Application Deployment using Anomaly Detection in DevOps Pipelines
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
AutoInfraOps: Infrastructure Deployment via Multi-Step Prompt Pipelines
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
EvalGPT: Dynamic Benchmarking and Self-Assessment Framework for LLM Performance Evaluation
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Machine Learning Framework for Predicting Emerging Cyber Threats
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
AI-Based Personal Health Assistant Using ChatGPT API and Medical Knowledge Base
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
AutoReviewer: GPT-OSS-20B-Based Code Review Pipeline Integrated into GitHub Actions for Real-Time Code Analysis
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
FactPilot: A Self-Calibrating Web Research Agent with Confidence Estimation
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Beyond Transformer-Based Classification: A Trustworthy Fake News Detection System
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Human-in-the-Loop Intelligent Credit Decision Framework for Financial Institutions
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
AI-Driven Vehicle Efficiency and Performance Evaluation System
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
An Iterative Self-Reflective Prompt Engineering Framework for Large Language Models
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Agentic system for Automatic curriculum and Assessment generation
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Adaptive Cloud-Edge Scheduler Using Lightweight AI Models for Real-Time IoT Streams
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
LLMCloud: Multi-Tenant Large Language Model Serving Platform
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Prompt Compiler: Code Generation from Abstract Prompt Templates
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.
Evaluating Prompt Complexity and Reasoning Depth in GPT-5.1 Thinking Mode
Academic project with source code, documentation, PPT, implementation support, and explanation guidance.