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IEEE standard and custom academic engineering hardware & software projects with verified firmware, schematics & thesis documentation

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All DepartmentsECE (Electronics & Comm)CSE & ITAI & DS / AIMLEEE (Electrical & Electronics)Mechanical & Mechatronics
2. Specialized Sub-Layers (All Departments)
All SpecializationsIoT & Smart SystemsEmbedded & Edge AIRobotics & AutomationBiomedical ElectronicsPower & Renewable EnergyWireless & Telecom

Showing24 of 625projects in this selection

Page 7 of 27
AIDS/AIMLAI for Cybersecurity & NLP
Transformer-Based Code Vulnerability & Secret Leak Predictor - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Transformer-Based Code Vulnerability & Secret Leak Predictor

Fine-tuned CodeBERT model inspecting source code snippets to flag insecure buffer allocations, SQL injections, and hardcoded JWT secrets.

Full Source Code, Schematics & Report
IEEEPaper
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AIDS/AIMLBioacoustics & Environmental AI
Edge-AI Bird & Wildlife Species Audio Recognizer with Solar Enclosure - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Edge-AI Bird & Wildlife Species Audio Recognizer with Solar Enclosure

Outdoor acoustic bio-monitoring station running MobileNet on audio spectrograms to catalog endangered species bird calls 24/7.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLGenerative AI & Data Science
Generative AI Data Synthesizer for Imbalanced Tabular Banking Datasets - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Generative AI Data Synthesizer for Imbalanced Tabular Banking Datasets

Conditional Tabular GAN (CTGAN) and TVAE engine generating mathematically valid synthetic credit records with preserved correlations.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLAffective Computing & Human-Computer Interaction
Real-Time Multi-Modal Emotion & Stress Detector from Speech & Facial Video - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Real-Time Multi-Modal Emotion & Stress Detector from Speech & Facial Video

Fusion model combining facial Action Units (FACS) with voice pitch and jitter to classify acute workplace stress levels.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLSports Analytics & Biomechanics
AI-Powered Sports Motion Analysis & Biomechanical Injury Risk Coach - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

AI-Powered Sports Motion Analysis & Biomechanical Injury Risk Coach

Single-camera pose estimation system tracking knee valgus, elbow angles, and torso flexion to prevent athletic ACL tears.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLEdTech & Predictive Analytics
Personalized Educational Knowledge Tracing using Graph Attention (GAT) - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Personalized Educational Knowledge Tracing using Graph Attention (GAT)

Predictive model modeling prerequisite concept graphs to estimate a student's mastery level and recommend optimal practice questions.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLRobotics & Precision Agriculture
Vision-Based Autonomous Robotic Fruit Harvester with Ripeness Classifier - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Vision-Based Autonomous Robotic Fruit Harvester with Ripeness Classifier

RGB-D camera guidance pipeline identifying ripe tomatoes/apples, predicting 3D spatial center, and guiding a pneumatic suction gripper.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLCivil Infrastructure AI & Vision
AI-Powered Real-Time Structural Crack & Spalling Depth Estimator - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

AI-Powered Real-Time Structural Crack & Spalling Depth Estimator

Monocular depth estimation and Mask R-CNN network measuring bridge and pillar concrete fracture width down to sub-millimeter precision.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLImage & Video Processing AI
Low-Light Video Enhancement & Noise Reduction via Retinex Diffusion - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Low-Light Video Enhancement & Noise Reduction via Retinex Diffusion

Real-time neural illuminance booster restoring colour balance and suppressing sensor noise from dark night-time CCTV cameras.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLComputer Vision & Surveillance AI
Zero-Shot Video Action Recognition for Retail Shoplifting Prevention - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Zero-Shot Video Action Recognition for Retail Shoplifting Prevention

Spatio-temporal 3D CNN analyzing CCTV video streams to classify concealment and suspicious shelf-clearing behaviors in real time.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLDocument AI & Vision-Language
Automated Document Information Extraction (Key-Value) via Donut Model - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Automated Document Information Extraction (Key-Value) via Donut Model

OCR-free visual document transformer reading crumpled receipts, invoices, and utility bills directly into structured JSON.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLFederated Learning & Graph AI
Federated Graph Learning for Private Inter-Bank Anti-Money Laundering - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Federated Graph Learning for Private Inter-Bank Anti-Money Laundering

Privacy-preserving graph neural network sharing transaction relationship weights across multiple institutions without sharing customer account data.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLHealthcare AI & Explainable Machine Learning
Explainable AI (XAI) Model for ICU Sepsis Early Prediction - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Explainable AI (XAI) Model for ICU Sepsis Early Prediction

Temporal XGBoost and SHAP framework predicting patient sepsis onset 6 hours in advance from fluctuating vital sign telemetry.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLSmart Agriculture & Edge AI
Edge-AI Smart Pest & Insect Counter with Optical Lure Trap - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Edge-AI Smart Pest & Insect Counter with Optical Lure Trap

Solar-powered smart pheromone trap with macro camera and YOLOv8-Nano classifying and counting harmful agricultural insects daily.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLRemote Sensing & Geospatial AI
High-Resolution Satellite Deforestation & Illegal Mining Tracker - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

High-Resolution Satellite Deforestation & Illegal Mining Tracker

Siamese U-Net change detection model analyzing multi-temporal Sentinel-2 satellite tiles to spot forest clearing within 48 hours.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLEdge AI & Speech Processing
On-Device Offline Voice Assistant with Whisper Tiny & Quantized LLM - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

On-Device Offline Voice Assistant with Whisper Tiny & Quantized LLM

100% offline, privacy-first smart home assistant running quantized Whisper ASR and TinyLlama on a local single-board computer.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLGenerative AI & Healthcare
Synthetic Medical Data Generation using Conditional Diffusion Models - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Synthetic Medical Data Generation using Conditional Diffusion Models

Denoising Diffusion Probabilistic Model (DDPM) generating high-resolution synthetic skin lesion dermoscopy images to balance rare disease datasets.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLAssistive AI & Computer Vision
Automated Sign Language Translation & Voice Synthesis via MediaPipe - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Automated Sign Language Translation & Voice Synthesis via MediaPipe

Bidirectional American/Indian Sign Language translator utilizing 3D hand landmarks and Bidirectional LSTM with instant text-to-speech.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLAudio AI & Digital Forensics
Audio Deepfake & Voice Clone Detector using Spectral Phase Analysis - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Audio Deepfake & Voice Clone Detector using Spectral Phase Analysis

Acoustic forensics model analyzing high-frequency bispectrum phase incoherencies to expose AI-generated ElevenLabs and VITS voice clones.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLGraph Neural Networks & FinTech
Real-Time Financial Fraud Graph Neural Network (GNN) Transaction Detector - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Real-Time Financial Fraud Graph Neural Network (GNN) Transaction Detector

Relational Graph Convolutional Network (RGCN) modeling banking entities as heterogeneous nodes to catch organized credit card fraud rings.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLReinforcement Learning & Robotics
Deep Reinforcement Learning Autonomous Warehouse AGV Navigation - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Deep Reinforcement Learning Autonomous Warehouse AGV Navigation

Proximal Policy Optimization (PPO) agent trained in PyBullet to navigate dynamic factory obstacles without hand-crafted heuristics.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLRobotics & Multimodal AI
Vision-Language Autonomous Agent for Robotic Tabletop Sorting - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Vision-Language Autonomous Agent for Robotic Tabletop Sorting

Open-vocabulary object detection and natural language command parsing guiding a robotic arm to pick and sort novel items on camera.

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLPrecision Agriculture & Computer Vision
Drone Aerial Crop Health & Thermal Moisture Mapping with YOLOv11 - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Drone Aerial Crop Health & Thermal Moisture Mapping with YOLOv11

Automated UAV orthomosaic stitcher and YOLOv11 weed/disease detector calculating Normalized Difference Vegetation Index (NDVI).

Full Source Code, Schematics & Report
IEEEPaper
AIDS/AIMLEdge AI & Computer Vision
Edge-AI Driver Drowsiness & Distraction Telemetry on Jetson Nano / ESP32-CAM - Working Student Engineering Prototype with Callout Labels
CRAFTORY STUDIO

Edge-AI Driver Drowsiness & Distraction Telemetry on Jetson Nano / ESP32-CAM

Real-time edge vision system calculating Eye Aspect Ratio (EAR) and head pose angles at 30 FPS to trigger instant cabin buzzer alarms.

Full Source Code, Schematics & Report
IEEEPaper
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