Applied AI
AI that starts with real questions.
Exploring how machine learning and computer vision can help people understand their surroundings and investigate practical problems.
AI-DRISHTI
A road-safety concept combining vehicle and road-scene detection with an emergency-response workflow.
Read project →Computer vision
Experiments with object detection, model evaluation, inference pipelines, and practical constraints.
Exploration areaResponsible prototyping
Testing should include false positives, missed detections, privacy implications, and real-world limitations.
PrinciplesPrinciples for applied AI
- Distinguish a demo from a dependable production system.
- Do not claim emergency notifications or real-world deployment unless implemented and tested.
- Evaluate accuracy and failure cases, not just attractive demo results.
- Protect identifiable people and vehicle information when collecting or sharing data.