Our Project Experiences

Case Studies

Data Science

Consumer Electronics Company uses Machine Learning for Consumer Financing Fraud

Leading Japanese manufacturer of consumer electronics goods offers no-Cost EMIs to the buyers of their electronics goods. Dealers and buyers were misusing the scheme causing losses to the manufacturer. neurIOT's Anomaly Detection helps identify fraudulent transactions from more than 100K transactions each month.

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Image Recognition

Government uses Image Recognition to Count Children in Rural Schools

Government sponsored schools in remote villages must report back to the government department with counts of children who attended the school each day. neurIOT's Image Recognition solution counts children in the classroom in real-time and reports back to the government department every 5 minutes.

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Data Science

Oil and Natural Gas Plant uses Machine Learning to Predict Machine Breakdown before its occurance

An Oil and Natural Gas plant was incurring huge losses due to sudden machine breakdowns. neurIOT employed Anomaly Detection techniques on SAP PM data to predict the likelihood of a machine breaking down.

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Internet of Things

Energy Plant uses Internet of Things to Monitor key Machine Parameters in Real-time

An Energy Company having multiple plants across Western India wanted to monitor all their plant machines for more than 20 key parameters such as current, voltage, temperature right from a control room based at their headquarters. neurIOT implemented IOT solution using MQTT communications backbone to help monitor plant machine parameters in real-time.

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Data Science

Countering Weather Uncertainties in Beverage Demand Prediction with Machine Learning

An international beverages company was experiencing sudden changes in demand due to uncertainties in weather. neurIOT took 4 years demand data along with weather and events data to train Machine Learning models which predict beverages demand with close to 85% accuracy.

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Data Science

Predicting Agro-Commodity Purchase Prices with Machine Learning

A leading Indian Spices brand must keep its Maximum Retail Price stable even when Agro-Commodity Costs keep fluctuating due to weather uncertainties. neurIOT provided Machine Learning solution predicts next 30-days purchase price of agro-commodities by incorporating historical price data and the weather forecast.

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Data Science

Finding Diseases in Wheat Crop using Image Recognition

Government's Agriculture Department wanted to equip the farmers with a mobile application capable of detecting up to 9 different diseases in wheat crop. neurIOT's Deep Learning solution detects the disease from images captured by the farmers at their fields.

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Data Science

Predicting Footwear Demand Three Seasons in Advance using Machine Learning

Retail Chain of a leading Footwear brand must raise an indent order with their parent company for the merchandize they'll sell across their hundreds of stores almost 3 seasons in advance. neurIOT's Machine Learning solution trained with event and weather data joined with historical demand data predicts footwear and apparel demand at store-SKU-Size level 3 seasons in advance.

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Data Science

Portal solution with Machine Learning model for Predicting Free Testosterone in the body

Conventional diagnostics tests for finding Free Testosterone in human body are expensive and time consuming. Machine Learning model developed by a US based academic institution takes easily available body parameters to calculate Free Testosterone in the body. neurIOT helped the US institution to develop a SaaS portal, which offers access to Free Testosterone ML calculator on subscription basis.

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Data Science

Predicting Patient NO SHOWs for Hospitals with Machine Learning

A chain of clinics across the US faces operational inefficiencies due to sudden Patient NO SHOWS. neurIOT's Machine Learning solution uses Patient Demographics, Patient Appointments, Patient Conditions, Weather and Events data to predict if a patient will show up for new appointment at scheduled time or not.

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Chatbots

Chatbot to handle Patient Claim Status Queries for a Healthcare Provider

A chain of clinics across the US experiences several thousand queries from patients regarding status of their insurance claim. neurIOT developed AI driven chatbot responds to patient queries 24 x 7 leading to operational efficiencies and patient delight.

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Data Science

Predicting Personalized Response to Controlled Ovarian Hyperstimulation (COH) during In Vitro Fertilization (IVF)

The IVF stimulation process involves a concerted program of interleaving hormone and drug administration but is fraught with uncertain outcomes. In collaboration with an academic research institute based out of the US, neurIOT has developed a Machine Learning IVF Outcomes Calculator capable of calculating 15-day response to IVF treatment in terms of Estrodial levels, Follicle counts and Endometrial Lining thickness.

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Internet of Things

Rehabilitating Hemiplegial Patients using Body Worn Bio-Sensor and Actuator device.

Hemiplegial Patients have one side of their body not functioning due to brain tissue damage. In collaboration with an academic research institute based out of the US, neurIOT has developed a Bio-Language Processing A US Pharmaceutical Marketing company uses heuristic science to make Pharmaceutical Marketing Messages more impactful. They were looking to capture the expertise of their linguistics experts in an AI model to automatically score marketing messages. neurIOT's Natural Language Processing and Machine Learning solution automatically scores newly composed marketing messages by click of a button

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Data Science

Predicting if a Shipment will NOT reach on or before the Scheduled Time

A US based Shipping company was incuring close to a million dollars in penalties each quarter due to delayed shipments. neurIOT developed a Machine Learning solution which takes shipment details including what's being shipped, from where to where, by whom and shipping mode to predict if the shipment will be delayed or not.

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Data Science

To find most Optimum Spend on Marketing activities using Data Science techniques

A leading US Pharmaceuticals company focusing on Dermataology, Gastroenterology and Rheumatology was struggling to find optimal spend across Closed Loop Marketing (CLM) and non-CLM channels. neurIOT designed a negative exponential regression algorithm which helps the company find the optimal spend for maximum sales.

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Data Science

Linking Multiple Market Research Studies to find reasons for Declining Marketshare

A leading US Pharmaceuticals company had a declining marketshare for a new drug in a West European market. Multiple pre-launch and post-launch market research studies were not able to pinpoint the exact reasons for declining marketshare. neurIOT applied data science and statistical techniques on these studies to find the exact reasons for declining marketshare.

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Natural Language Processing

Scoring Marketing Messages of Pharmaceutical companies using Natural

Predictive Police Solutions, which takes candidate application details as input and predicts the probability of the recruit suceeding in Police Academy.

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Natural Language Processing

Finding Message Heuristics from Pharmaceutical Messages using Natural Language Processing

A US Pharmaceutical Marketing company uses heuristic science to make Pharmaceutical Marketing Messages more impactful. They were looking for a tool which can automatically detect dominant heuristics used in a marketing message. neurIOT's Natural Language Processing and Machine Learning solution automatically detects top-3 heuristics used in a marketing message.

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Natural Language Processing

Finding Criminal from First Information Report using Natural Language Processing and Machine Learning

Police Department of a state in India was looking to capture the expertise of its Crime Analysts in an AI model, which could identify Criminal Gang responsible for a reported crime. neurIOT studied crimes done in the past by 26 criminal gangs and developed a Natural Language Processing and Machine Learning solution which reads a First Information Report to predict criminal gang responsible for the crime.

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Data Science

Predicting Academy Hires using Machine Learning.

Police Departments across the US have to select recruits for Police Academy from a finite pool of applying candidates. The selection process is long and fraught with a very high level of subjectivity. neurIOT offers a Machine Learning solution through its subsidiary company, Predictive Police Solutions, which takes candidate application details as input and predicts the probability of the recruit suceeding in Police Academy.

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Chatbots

Chatbot Handles Loan Queries for an Online Car Marketplace

India's leading Online Car Marketplace received thousands of queries each day for loans against car purchases done through their online portal. The client was looking for a cost-effective and scalable solution capable of handling loan queries 24 x 7. neurIOT developed a Chatbot solution that is available 24 x 7 takes a portal vistor through a 5-stage process, captures all the key details of the customer, their financial status, vehicle details and loan requirements and generates a qualified loan query.

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