AI/ML Projects
1164 projects · Page 25 of 49
AI-Powered Spam Call Pattern Search Engine
Create a search engine with batch Scoring that turns raw records into predictions with clear explanations. You will learn WebSocket programming, authentication and role-based access and cloud deployment.…
Queue Length at Billing Counters Forecasting System using Transformer Models
Design and build a forecasting system that learns patterns from historical data and flags cases that need attention. You will learn search indexing, background job scheduling and state management in web apps.…
Elephant Movement Near Rail Tracks Decision Support System using Time-Series Modelling and Model Retraining Pipeline
Build a decision support system that predicts outcomes early enough for staff to act on them. You will learn geospatial queries, hyperparameter tuning and REST API design.…
Federated Learning for Privacy-Preserving Medical Image Classification
Train models across simulated hospitals without sharing patient data. You will learn federated averaging, privacy trade-offs and rigorous experiment design.…
Explainable AI for Credit Scoring: SHAP-Based Model Audits
Build a credit model and audit it for bias and explainability. You will learn XAI methods, fairness evaluation and research-grade reporting.…
Transformer-Based Named Entity Recognition for Indian Languages
Fine-tune multilingual transformers for low-resource NER. You will learn dataset building, token classification and error analysis.…
Graph Neural Networks for Fraud Detection in Transaction Networks
Model transactions as graphs and detect fraud rings. You will learn GNN architectures and large-graph training practice.…
Efficient LLM Fine-Tuning with LoRA/QLoRA for Domain Chatbots
Fine-tune an open LLM for a domain with limited GPU budget. You will learn parameter-efficient tuning, quantisation and benchmark evaluation.…
Speech Recognition Adaptation for Code-Mixed Hindi-English Speech
Adapt ASR models for Hinglish conversational data. You will learn dataset curation, fine-tuning and error taxonomy for research.…
Adversarial Robustness Study of Image Classifiers
Attack and defend classifiers, measuring robustness properly. You will learn adversarial ML methodology and certified-defence concepts.…
AI-Powered Code Review Assistant for Student Submissions
Build a reviewer that comments on style, bugs and complexity in student code. You will learn static analysis basics and LLM-assisted feedback design.…
Multilingual Voice Assistant for Rural Banking Services
Build a voice bot that handles balance and transaction queries in regional languages. You will learn speech pipelines and safe financial dialogue design.…
Deepfake Image and Video Detection System
Build a detector that flags manipulated media with confidence evidence. You will learn forensic features and dataset bias issues.…
Smart Waste Segregation Bin with Image Classification
Build a bin that sorts dry, wet and metal waste automatically. You will learn edge ML deployment and mechatronic sorting design.…
AI-Based Yoga Pose Correction Trainer
Build a trainer that compares user poses to reference angles and gives corrections. You will learn pose estimation and feedback UX.…
Road Pothole Detection and Municipal Complaint Mapping
Build a system that detects potholes from vehicle footage and maps complaints. You will learn detection pipelines and civic-tech dashboard design.…
Resume Parser and Job-Match Chatbot for Campus Placements
Build a placement-cell tool that parses resumes and chats about matching jobs. You will learn information extraction and conversational retrieval.…
AI Tutor for Programming Labs with Hint-Based Guidance
Build a tutor that gives graded hints instead of full answers. You will learn sandboxed code execution and pedagogy-aware prompting.…
Crop Price Prediction and Market Advisory for Farmers
Build a predictor of mandi prices with selling advisories. You will learn time-series features and designing for low-literacy users.…
AI/ML Mini: Skin Lesion Classification with Transfer Learning
Build a classifier demo on public dermatology images. You will learn medical-imaging caveats, class imbalance and responsible reporting.…
AI/ML Mini: Speech Command Recognition for Appliance Control
Build a recogniser for a small set of spoken commands. You will learn audio features and small-vocabulary model training.…
AI-Based Question Paper Generator from Syllabus and Bloom Levels
Build a generator that drafts balanced question papers. You will learn Bloom taxonomy tagging and blueprint constraints.…
Continual Learning Without Catastrophic Forgetting: Benchmark Study
Compare continual-learning strategies on split benchmarks. You will learn rigorous ML research protocol and forgetting metrics.…
Transformer Humming Sound Faults Recognition System using Explainable AI
Create a recognition system with report Generation that classifies incoming items automatically and routes exceptions to humans. You will learn PCB design basics, communication protocol design and signal conditioning.…