AI-ML based HR Analytics Solution
The client is a dynamic and well-established Technology Services Provider delivering comprehensive IT support and robust Infrastructure solutions.
Business Requirements
The client wanted an Intelligent Predictive Analytics Solution using AI/ML algorithms to predict Employee Attrition in the organization depending upon several factors including Work Tenure, Age of the Employees, Salaries, Commute Time, and other relevant variables.
Solution Delivered
To fulfill the clients’ requirements, Exelanse team first collected the data from Breathe HR API through .NET code & data stitching. And, the solution was developed by following the below steps:-
- Data Pre-processing – Data cleansing, Missing analysis, Imputation, Outlier detection, Normalization and Scaling.
- Model Development – Feature extraction, Feature selection, Balancing of dataset – SMOTE and Cross-validation.
- Prediction & Evaluation – Analyzed different parameters like confusion metrics, F1 score, Precision, Recall, & Accuracy for model validation of different models.
Technology Stack
Microsoft Office 365, SharePoint, Azure, .NET Framework, SQL Server, Python
Contact UsIndustrial Telematics Fleet Management Solution
The Client is a Leading IoT Solutions Provider in India.
Business Requirements
The Client wanted a comprehensive platform to manage the entire lifecycle of fleet trips while ensuring efficient data management for future records. Additionally, they desired a robust reporting feature within the App for management utilization. Moreover, Notifications & Alerts were required to be generated at critical junctures throughout the trip-cycle.
Solution Delivered
After scrutinizing the Client’s requirements, Exelanse team proposed a Telematics Fleet Management Application & a Driver App to achieve the required objective. Key features incorporated in the application are:
- Live Tracking- Vehicles are tracked in real-time on a live map using IoT devices to monitor drivers. Users can instantly view live vehicle locations and statuses.
- Trip Creation and Assignment- Users can create trips and select route for the drivers to help them reach their destinations. The App is also enriched with the functionality of Geo-fencing.
- Driver Score Calculation- The app records driver scores for every trip, evaluating factors such as abrupt turns and aggressive accelerations. This helps enhance driving behavior assessment and performance.
Technology Stack
Java 8, MySQL, JSON, Angular 7, Laravel Lumen 5.7.0, Node JS
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Mobile based Trade Management System
The client stands as a prominent name in the Australian Pharmacy Group landscape.
Business Requirements
The client sought Exelanse’s expertise in developing an iPad application that would streamline on-field research efforts and to enable seamless synchronization of collected data directly into the database for efficient management. Additionally, incorporate the OCR technology in the app for data extraction from scanned images.
Solution Delivered
Exelanse ingeniously crafted an iPad Application designed to collect data about Pharmaceutical products using advanced pre-defined notes templates seamlessly synchronizing the collected details with the database in a highly secure and resilient operation mode.
Technology Stack
Angular v12.x Framework, Laravel Framework, BitBucket/GIT version control
Contact UsMobile-based Critical Care System Solution
The client is a US-based Healthcare ISV with dedicated focus on delivering Patient-Centric Digital Solutions.
Business Requirements
The client envisioned a seamlessly integrated Critical Care platform, aimed to help patients with severe illnesses through a transformative Digital Solution designed to bridge the gap between patient’s home and their doctor’s clinic.
Solution Delivered
Exelanse crafted a Web and Mobile application dedicated to assisting patients suffering from critical ailments.
- Symptom Recording and Tracking- Empowering patients to log and monitor their symptoms.
- Workflow-guided Action- Assisting patients in determining the best course of action based on their current symptoms.
- Remote Communication- Enabling patients to contact oncologists, doctors, and nurses without the need for in-person visits.
- Reminder Setting- Allowing patients to schedule medication and exercise reminders, promoting proactive health management.
Technology Stack
JS, MVC architecture, Backbone JS & Marionette JS
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Cloud-based ERP System Development
The Client is a Leading Software Developer for the AEC (Architecture, Engineering and Construction) and Real Estate industries.
Business Requirements
The client aimed to create a Cloud-based ERP system with an upgraded dashboard to analyze construction budgets, boost profitability, and streamline scheduling. The solution was architected for Cloud compatibility and seamless use across web and mobile browsers.
Solution Delivered
The Exelanse Team designed a Cloud-based application, enabling access to construction-related data at any time and from any location, resulting in faster decision-making. The application is compatible with desktops, laptops, and tablets.
- Large Scale Re-designing of the ERP system to implement features such as Global Currency, Estimation & Workflow Rule Engine in the ERP.
- Ensure efficient Bid Management, Procurement of raw materials & Project Estimation.
- Architecturally optimized ERP system for Cloud-native & responsive catering to web and mobile browsers. PhoneGap technology facilitated smooth migration to iOS and Android devices.
Technology Stack
Cloud-Native Architecture, MVC, jQuery, PhoneGap
Contact UsProduct Recommendation ChatBot
The client is a prominent Indian brand specializing in skincare products.
Business Requirements
The client sought an AI-driven virtual assistant with self-automation capabilities designed to seamlessly address customer queries.
Solution Delivered
- The ChatBot was developed using the Microsoft Azure Bot Service framework, and seamlessly integrated into the website as a webchat window.
- Real-time fulfilment based on user selections, was achieved by invoking back-end APIs that interfaced with the database.
- A diverse array of response types were used to effectively represent the diagnoses and recommendations. These included hero cards, carousels of hero cards, hyperlink buttons, GIF cards, and more.
Technology Stack
Microsoft Bot Framework, Java Script
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