HyperVue.ai · formerly Frrole AI · 2020–2022

Making analytics dashboards more than 3× faster

Frontend leadership across the emerging Humantic AI product and data-heavy Frrole/HyperVue analytics, spanning charting, dashboard UX, and white-label work.

Problem: Large datasets and chart-heavy screens made performance a product concern, not just a technical detail.
My role: Senior Front-End Engineer · frontend lead
Key decision: Treat dashboard speed as part of the analytical workflow.
Result: Improved dashboard performance by more than 3×.

Context

The interface had to remain useful for analytics customers while supporting white-label and multi-tenant variations.

For roughly six months, the role expanded beyond frontend into ownership across frontend and backend workstreams.

What I worked on

Worked primarily on the emerging Humantic AI product alongside frontend delivery for the HyperVue and Frrole analytics products.
Made the visualizations, dashboards and API responses faster, and strengthened the surrounding analytics UX.
Built data-visualization work with Highcharts and supported white-label product options.

Decisions

Treat speed as part of the workflow
The public result is expressed as a user-facing dashboard improvement rather than a synthetic benchmark.
Keep visualization tied to decisions
Highcharts supported dense analytical views, while the product work also covered UX and information presentation rather than chart rendering alone.
Design for product variation
Context
White-label and multi-tenant requirements were part of the product surface.
Choice
Branding flexibility had to coexist with a maintainable core experience.

Results

Improved dashboard performance by more than 3×.
Strengthened UX for large-data analytics workflows.
Delivered reusable visualization and white-label product capabilities.

What this shows

React
Highcharts
Data visualization
Multi-tenant SaaS

Next case study

Building a mobile education product

React Native product engineering for an education app whose public Google Play listing covers academics, skills, languages, and entrepreneurship.

Treat speed as part of the workflow

The public result is expressed as a user-facing dashboard improvement rather than a synthetic benchmark.

Keep visualization tied to decisions

Highcharts supported dense analytical views, while the product work also covered UX and information presentation rather than chart rendering alone.

Design for product variation

Context: White-label and multi-tenant requirements were part of the product surface.
Choice: Branding flexibility had to coexist with a maintainable core experience.