Optimaviz

Industrial Data Analytics Optima LTD

Enterprise Software | Frontend Developer

Website

Flutter

About

Optimaviz is a no-code data analytics platform that empowers process engineers across industries such as mining and mineral processing, chemicals, oil and gas, and more to optimise processes by leveraging artificial intelligence, machine learning, visualisation, and our innovative optimisation method. With a simple click, analyse, and optimise workflow, our platform guides you through your process data to uncover valuable insights effortlessly.

Features

Data Understanding & Management tools
Data Visualization charts
Analytics for Optimization and Reporting
Global Impact Assessment and Evaluation
AI & Machine Learning for Data Analysis and Insights

Challenges

No real flutter web library for visualizing parallel coordinate plots
Setting up realtime data streaming from backend for realtime dataset manipulation and analysis
Simplifying UX for dataset manipulation & creating columns of various types (categorical, numerical, date & mathematical columns)
Implementing AI assistant for the entire platform to aid process engineers in both understanding the platform and simplifying processes
Working with multiple charting libraries and orchestrating them to work seamlessly together

Approach

Built a custom Flutter Web library for parallel coordinate plots to visualize complex multi-dimensional data
Implemented app-wide Server-Sent Events (SSE) synchronization with the backend for real-time data streaming and dataset manipulation
Coordinated with design team to create a simplified UX for dataset manipulation and column creation supporting categorical, numerical, date, and mathematical column types
Implemented an app-wide AI chat interface that allows users to ask questions and understand charts with the current screen context for enhanced user guidance