Get your business up and running with tailor-made machine learning solutions
Machine Learning
Our Offerings
We offer machine learning services that help organizations solve key business challenges, implement data-driven decision-making, and create innovative business models using advanced algorithms.
We have extensive experience implementing machine learning techniques such as anomaly detection, forecasting, spam filtering, opinion reviews, and product recommendation.
Deep Learning
Predictive Analysis
Image Analytics
Video Analytics
Natural Language Processing
AI Models
Our Approach
01
Data Collection
During this step, we usually end up with a representation of data (Guo simplifies to specify a table), which we will use to train the model
02
Data Preparation
Visualize and clean data to identify relevant relationships among variables or class imbalances, as well as to perform other exploratory analyses
03
Model Building
As models are created and trained, their efficiency is tested and iterations are undertaken until the desired accuracy is achieved
04
Evaluation and Deployment
Here, we pick the measure and conduct the evaluation; once you are satisfied with the evaluation, we proceed to deploy the model
Services
Case Studies
case study
Global Structured Finance LTD | Case Study
Global Structured Finance Ltd (GSF) provides loan eligibility evaluation for banks, trusts, credit unions, and private lenders. Expertise includes cash flow analysis, Treasury balance sheet management, liquidity risk analysis, and hedge effectiveness analysis. Opportunity: They aimed to develop an AI-centric platform that can evaluate loans, assess credit risks, manage assets and liabilities, and generate reports. Approach: AutoML technology has been used to develop an AI-driven web platform. A Django backend and Angular front end were used to implement the solution. It also involves developing Machine Learning (ML) algorithms using H2O AutoML to calculate the Probability of Default (PD), Expected Loss…
case study
Z-Enviro Industries | Case Study
Z-Enviro Industries Pvt. Ltd is one of the largest electronics recyclers in Hyderabad, with a recycling capacity of 10,000 tons per year. It was founded in 1999 as Famous Trading Company and mainly dealt with electronic scrap. The company also imported used computers from China, Hong Kong, Malaysia, and other countries. Currently, Z Enviro, as a firm, is working at the pan-India level and provides complete end-life management of electronic equipment, providing a one-stop, cost-effective solution. Opportunity: The company issued invoices to LG, Samsung, etc. in order to process e-waste for its clients. The invoice must be accompanied by images…
case study
Battery Management System (BMS) | Case Study
The Battery Management System (BMS) is a system that uses artificial intelligence and is designed to predict the remaining battery life of a device. Opportunity: There are many automotive and stationary batteries without any management system, so their capacity declines abruptly, overloading the connected batteries. Approach: The battery is connected to an IoT device that measures current, voltage, and temperature. We used Random forest to extract some features and predict SOH. Using the LSTM time series model, we forecasted SOH and RuC up to 100 cycles later. Results: There were positive results from the studies. To produce more accurate results,…