Case study 04VL Inc2022—23
Advanced Matrix Tree
AI-driven web platform & affiliate program
- Role
- Full-Stack Web Developer
- Company
- VL Inc · USA
- Period
- Jul 2022 — Feb 2023
- Stack
- Full-stack web, AI decision layer, Behavior analytics
Matrix tree · affiliate pathConcept visualization
Concept visualization — the platform is proprietary, so this illustrates the system rather than reproducing it.
Overview
Development and support for the web application behind an AI-based Advanced Matrix Tree system — including the affiliate program that opened new revenue streams.
The problem
Growing an AI-based platform’s revenue: the core application needed to be faster and more stable, and a new affiliate program had to be built into it.
The approach
Optimization and stability work on the core application, an affiliate program implemented with cross-functional teams, and behavior analytics feeding back into how the system was tuned.
Contributions
- 01Developed and supported the web application, with optimization and performance improvements.
- 02Implemented and integrated the affiliate program with cross-functional teams.
- 03Debugged and fixed issues across the application, improving stability, user experience and performance.
- 04Maintained the AI component that optimized decision-making processes.
- 05Analyzed user behavior to fine-tune the system and improve affiliate-program results.
- 06Shipped regular updates, fixes and feature enhancements.
Technologies
- Full-stack web
- AI decision layer
- Behavior analytics