Civil — 38 projects
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Smart Construction Site Safety Monitoring with AI Cameras
Build a system that detects missing helmets and unsafe zones on site. You will learn computer vision deployment and safety reporting workflows.…
Pavement Condition Survey and Maintenance Prioritisation Using ML
Classify road surface distress from photos and prioritise repairs. You will learn pavement indices and ML-assisted surveys.…
Material Price Forecasting for Tenders Screening Tool using Deep Learning
Design and build a screening tool that detects abnormal patterns and raises alerts with supporting evidence. You will learn quality checks on site, IS code provisions and rate analysis.…
Traffic Volume from Toll and Camera Data Forecasting System with Report Generation
Build a forecasting system that predicts outcomes early enough for staff to act on them. You will learn load calculations, structural modelling and quality checks on site.…
AI-Powered Water Demand for Growing Towns Assessment Platform
Create an assessment platform with batch Scoring that gives decision-makers a data-backed recommendation at the right moment. You will learn quality checks on site, load calculations and structural modelling.…
Road Accident Hotspots from FIR Data Screening Tool using Neural Networks and Explainable Outputs
Create a screening tool with explainable Outputs that detects abnormal patterns and raises alerts with supporting evidence. You will learn load calculations, construction safety practices and detailing and drawing.…
Water Demand for Growing Towns Search Engine using Neural Networks
Build a search engine that learns patterns from historical data and flags cases that need attention. You will learn quality checks on site, rate analysis and quantity estimation.…
Encroachment Detection on Lake Beds Estimation System using Support Vector Machines
Design and build an estimation system that learns patterns from historical data and flags cases that need attention. You will learn rate analysis, site surveying and quality checks on site.…
Time-Series Modelling-Based Construction Delay Risk from Project Data Alert System
Build an alert system that predicts outcomes early enough for staff to act on them. You will learn load calculations, quality checks on site and construction scheduling.…
AI-Powered Traffic Volume from Toll and Camera Data Decision Support System
Create a decision support system with drift Monitoring that detects abnormal patterns and raises alerts with supporting evidence. You will learn quantity estimation, rate analysis and IS code provisions.…
Encroachment Detection on Lake Beds Prediction Platform using Reinforcement Learning
Design and build a prediction platform that gives decision-makers a data-backed recommendation at the right moment. You will learn construction scheduling, site surveying and rate analysis.…
AI-Powered Building Energy Use from Smart Meter Data Decision Support System
Build a decision support system that gives decision-makers a data-backed recommendation at the right moment. You will learn quantity estimation, load calculations and site surveying.…
Material Price Forecasting for Tenders Recognition System using Computer Vision and Mobile Inference
Design and build a recognition system that detects abnormal patterns and raises alerts with supporting evidence. You will learn rate analysis, load calculations and construction scheduling.…
Encroachment Detection on Lake Beds Classification System with Mobile Inference
Build a classification system that scores and ranks cases so experts review the riskiest ones first. You will learn IS code provisions, site surveying and construction scheduling.…
Computer Vision-Based Material Price Forecasting for Tenders Grading System
Build a grading system that learns patterns from historical data and flags cases that need attention. You will learn quality checks on site, construction scheduling and load calculations.…
Material Price Forecasting for Tenders Prioritisation Engine with Anomaly Flags
Design and build a prioritisation engine that turns raw records into predictions with clear explanations. You will learn structural modelling, quantity estimation and quality checks on site.…
Time-Series Modelling-Based Building Energy Use from Smart Meter Data Grading System
Create a grading system with anomaly Flags that classifies incoming items automatically and routes exceptions to humans. You will learn site surveying, rate analysis and detailing and drawing.…
Building Energy Use from Smart Meter Data Search Engine using Graph Neural Networks
Design and build a search engine that classifies incoming items automatically and routes exceptions to humans. You will learn detailing and drawing, site surveying and load calculations.…
Time-Series Modelling-Based Concrete Compressive Strength from Mix Data Search Engine
Create a search engine with human-in-the-loop Review that scores and ranks cases so experts review the riskiest ones first. You will learn construction scheduling, load calculations and quality checks on site.…
Concrete Compressive Strength from Mix Data Forecasting System using Natural Language Processing
Design and build a forecasting system that scores and ranks cases so experts review the riskiest ones first. You will learn rate analysis, quality checks on site and site surveying.…
AI-Powered Land Use Change from Satellite Images Scoring System
Build a scoring system that automates a judgement task that today takes hours of manual effort. You will learn rate analysis, construction scheduling and load calculations.…
Construction Site Safety Violations from Photos Chat Assistant with Drift Monitoring
Build a chat assistant that classifies incoming items automatically and routes exceptions to humans. You will learn rate analysis, construction safety practices and construction scheduling.…
Pavement Distress from Road Survey Images Prediction System with Dashboard Visualisation
Design and build a prediction system that automates a judgement task that today takes hours of manual effort. You will learn rate analysis, construction safety practices and site surveying.…
Edge AI-Based Water Demand for Growing Towns Grading System
Design and build a grading system that automates a judgement task that today takes hours of manual effort. You will learn structural modelling, load calculations and construction scheduling.…
Encroachment Detection on Lake Beds Decision Support System with Batch Scoring
Design and build a decision support system that learns patterns from historical data and flags cases that need attention. You will learn structural modelling, construction safety practices and detailing and drawing.…
Road Accident Hotspots from FIR Data Prioritisation Engine with Drift Monitoring
Create a prioritisation engine with drift Monitoring that scores and ranks cases so experts review the riskiest ones first. You will learn load calculations, structural modelling and site surveying.…
Earthwork Quantity from Drone Surveys Recommendation Engine with Edge Deployment
Design and build a recommendation engine that turns raw records into predictions with clear explanations. You will learn site surveying, detailing and drawing and construction safety practices.…
Concrete Compressive Strength from Mix Data Forecasting System with Confidence Scores
Build a forecasting system that automates a judgement task that today takes hours of manual effort. You will learn quality checks on site, structural modelling and construction safety practices.…
Water Demand for Growing Towns Chat Assistant with Drift Monitoring
Create a chat assistant with drift Monitoring that turns raw records into predictions with clear explanations. You will learn detailing and drawing, site surveying and construction safety practices.…
Pavement Distress from Road Survey Images Screening Tool using Support Vector Machines
Build a screening tool that turns raw records into predictions with clear explanations. You will learn IS code provisions, quality checks on site and detailing and drawing.…
Transfer Learning-Based Water Demand for Growing Towns Chat Assistant
Build a chat assistant that gives decision-makers a data-backed recommendation at the right moment. You will learn rate analysis, construction safety practices and quantity estimation.…
Water Demand for Growing Towns Chat Assistant with Human-in-the-Loop Review
Build a chat assistant that scores and ranks cases so experts review the riskiest ones first. You will learn IS code provisions, construction scheduling and rate analysis.…
Crack Detection in Concrete Structures with Deep Learning
Detect and measure cracks in bridges and buildings from inspection photos. You will learn infrastructure vision, dataset practice and inspection reporting.…
Construction Cost Prediction with ML from Historical Projects
Predict project costs early from scope features and past project data. You will learn cost engineering, ML modelling and estimate validation.…
Traffic Flow Prediction with Spatiotemporal Graph Networks
Forecast corridor traffic by modelling the road network as a graph. You will learn spatiotemporal ML, graph methods and transport applications.…
Concrete Strength Prediction with Ensemble Learning
Predict 28-day strength from mix ingredients and suggest greener mixes. You will learn materials informatics, ensemble methods and experimental validation.…
Landslide Susceptibility Mapping with ML and GIS
Map where landslides are likely along a hill corridor to guide protection works. You will learn geohazard assessment, GIS modelling and validation practice.…
Site Progress Estimation from Drone Photos with Computer Vision
Estimate percent-complete of building elements from regular drone flights. You will learn construction vision, photogrammetry and progress analytics.…