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All Posts
Solution Building
MLibrarian
Auto-organize a large, unorganized collection of documents by discovering hidden ‘themes’ present in each document using NLP...
Damage Detection in Automobiles
Given an image of a vehicle, detect all the damages such as dent, scratch, broken glass, crack, etc and report the extent of the dam...
Hand washing Training and Compliance
Hospital wants to promote mindshare of hand hygiene among their staff. We needed to build a tool that can provide 24/7 training...
Smart Stethoscope
Several components of heart sounds carrying clinical importance fall beyond human audible range. Make algorithms to detect these faint...
Energy Disaggregation
Build algorithms that take the whole-house power consumption time series from smart meters, and determine which appliance...
Given an image of solar panel taken through an IR camera, detect the nature, location, and the extent of the damages within the cells...
Quality Control in Agro Produces
The commodities market in agriculture reels with the problem of subjective quality control. Using computer vision, we can remove...
Biscuit Quality Check
Detect when the gauge of a biscuit varies by 0.1 mm, while its moving at a speed of 2000 biscuits per minute. Set the parameters...
Consulting
Plant Yield Optimization
Auto-organize a large, unorganized collection of documents by discovering hidden ‘themes’ present in each document using NLP...
AI Technology Due Diligence for Acquisition
Several components of heart sounds carrying clinical importance fall beyond human audible range. Make algorithms to detect these faint...
AI Audit and Roadmap
Exhaustive evaluation report of their current development approach, and detailed roadmap listing down the technology risks, de-risking...
Our Published Work
ML classifier with an improved reject option to handle noisy data
The performance of a reject option classifiers is quantified using $0-d-1$ loss where $d \in (0, .5)$ is the loss for rejection. In this...
Winner – IEEE Data Mining Contest
As a step towards this broader goal, the Wikimedia foundation sponsored the ICDM (IEEE International Conference for...
Optimizing Wind Farm Operations
Systems and Methods for Optimizing Operation of a Wind Farm...
Event Detection from ICU sensors
Ventricular tachycardia (V-tach) is a very serious condition that occurs when the ventricles are driven at high rates. The abnormal excitation...
