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Tradiny is a real-time stock market analytics and monitoring platform designed to help traders, investors, and financial analysts make informed decisions.
Client
Tradiny
Industry
Trading
Project Overview
Tradiny is a real-time stock market analytics and monitoring platform designed to help traders, investors, and financial analysts make informed decisions. The platform provides live market data, intraday charts, and historical trends by integrating directly with data providers through APIs.
The primary objective of the platform is to offer accurate, high-speed streaming financial data with a clean and interactive front-end interface, making market insights more accessible and intuitive.
Objective
- Delivered a fast, reliable, and intuitive stock market analysis platform.
- Improved users' ability to track and analyze stock trends in real-time.
- Enhanced UI responsiveness and data accuracy, leading to better user engagement and decision-making.
Project Challenges
The project demanded handling complex data processing, real-time performance stability, and strict API limitations. Addressing these challenges was key to ensuring a smooth, high-performing user experience.
High-Frequency Data Bottlenecks
High-frequency data streams causing performance delay Solution: Implemented efficient caching and data batching in Python backend
Real-Time Chart Update Stability
Maintaining smooth chart updates in real-time Solution: Used optimized rendering techniques in React with controlled state updates.
API Rate Limitation Handling
Handling API rate limits Solution: Designed throttling & retry logic to ensure seamless data continuity
Project Approaches
Our team built effective solution for Tradiny
Device Connectivity & Management: Secure communication between devices and cloud systems. Remote provisioning, monitoring, and firmware updates.
Real-Time Data Collection & Processing: Streamed IoT data pipelines using AWS-managed services. Automated data cleaning, processing, and storage workflows.
Analytics & Insights: Performance dashboards to monitor usage trends. Alerts and notifications for critical device behavior or threshold breaches.
Cloud-Native Architecture: Highly scalable infrastructure built using AWS services. Support for future device additions and increased data load.
Cloud-Native Architecture: Highly scalable infrastructure built using AWS services. Support for future device additions and increased data load.
Solution Aviox Built for Tradiny
This approach focused on keeping things simple, reliable, and ready to grow with Aftom AI needs.
Technologies
Tech Stack
React JS
Front End
Python, AWS
Back End
IEX Cloud APIs
Real Time streaming
Impact & Results
Enhanced Device Performance Visibility
Provided real-time insights into device performance and usage patterns.
Operational Efficiency Through Automation
Reduced manual workload with automated and centralized device management.
Data-Driven Decision Making
Enabled smarter maintenance and customer service strategies using actionable analytics.
High Scalability and Reliability
Supported thousands of connected devices seamlessly without compromising system performance.