AI & DS Engineering Projects
Data analytics, predictive forecasting engines, automated EDA pipelines, and Big Data platforms.
Available AI & DS Packages (14)
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Real-Time Driver Drowsiness & Yawn Detection System using OpenCV
Facial landmark facial EAR (Eye Aspect Ratio) calculator triggering real-time audio alerts for automotive safety.
AI Resume Screening & Candidate Matcher System
An AI-based system that analyzes resumes using Natural Language Processing (NLP) and matches candidates with suitable job requirements.
Student Academic Performance Prediction & Risk Analytics
Predicts student performance using academic marks and behavioral engagement data with Random Forest machine learning classifier.
Social Media Sentiment Analysis & Emotion Classification
Analyzes user text reviews and tweets to identify positive, negative, or neutral sentiment in real-time.
Personalized E-Commerce Product Recommendation System
Recommends products based on user browsing history and collaborative filtering matrix factorization.
College AI Assistant Chatbot with RAG Knowledge Base
Answers student queries about departments, faculty, timetable, syllabus, and college admission rules using LangChain and RAG.
PDF Document Question Answering System (LangChain & Vector DB)
Allows users to upload custom PDF documents and ask natural language questions with precise context citations.
AI Study Assistant & Automated Exam Question Generator
Helps students understand complex topics, generates practice quizzes, flashcards, and step-by-step topic summaries.
AI Technical & HR Interview Practice Simulator
Interactive voice & text AI bot that conducts mock technical & HR interviews with real-time feedback scores.
AI Research Paper Summarizer & Key Findings Extractor
Searches arXiv research papers, extracts methodology summaries, key findings, and generates literature review drafts.
Real-Time Driver Drowsiness & Yawn Alert System with OpenCV
Computer vision system measuring Eye Aspect Ratio (EAR) and mouth elongation to trigger immediate anti-sleep alarms.
Customer Churn Prediction & Lifetime Value (LTV) Analytics Engine
Predictive machine learning pipeline with SHAP explainable AI for telecom customer churn forecasting & retention insights.
Multivariate Stock Trend & Cryptocurrency Forecasting with Bi-LSTM
Deep Learning Bidirectional LSTM model combining historical stock candlestick data with market news sentiment.
Automated Exploratory Data Analysis (AutoEDA) & Dataset Quality Profiler
One-click automated data cleaning, correlation heatmap generator, and statistical report synthesizer.
Explore Other Departments
Computer Science & Engineering
Full-stack web applications, cloud systems, distributed databases, and mobile solutions.
Information Technology
Enterprise web systems, network security tools, and automated DevOps deployment suites.
Artificial Intelligence & Machine Learning
Deep Learning models, Computer Vision, Natural Language Processing (NLP), and PyTorch projects.
CSE (Data Science Specialization)
Specialized statistical modeling, sentiment analysis dashboards, and machine learning pipelines.