$ cat ./case-studies/ai-integration-frontend.md
AI integration & frontend systems
Built React/TypeScript interfaces for multi-agent AI systems, integrated OpenAI to cut manual email drafting by 70%, and delivered end-to-end Firebase Cloud Messaging pipelines.
- company:
- Bitsol
- period:
- Jul 2023 — Jul 2026
- role:
- Associate Software Engineer, then Software Engineer
- −70%manual email drafting time
01 goal
Put AI to work inside real products — automating repetitive writing, and giving multi-agent systems interfaces people can actually use.
02 starting point
Enterprise products built on React, TypeScript and Firebase.
03 decisions
- 01
OpenAI for email automation
Integrated OpenAI with React.js and Firebase to automate email drafting, cutting manual drafting time by 70%.
- 02
Interfaces for multi-agent AI systems
Built the React/TypeScript front end for multi-agent AI systems.
- 03
AI agents on Google's Agent Development Kit
Integrated AI agents through Google ADK on the enterprise platform.
- 04
Notifications end to end
Delivered Firebase Cloud Messaging notification pipelines end to end.
- React
- TypeScript
- OpenAI
- Firebase
- Google ADK
- Firebase Cloud Messaging
// client work is confidential — happy to go deeper on the architecture in an interview.
$ ls ./case-studies
- Monolith → microservices on Google CloudLed the migration of a confidential enterprise SaaS platform from a monolith to event-driven microservices — downtime −40%, deployment time −50%.
- Healthcare API: 60s+ → ~7sModernised a confidential healthcare SaaS platform — swapped an HTTP-based backend integration for the OystEHR SDK and cut API response times from 60s+ to about 7s.
- GraphQL performance layer: +65%Improved an enterprise app's performance by 65% with GraphQL query batching and caching, and delivered a Firebase Cloud Messaging notification pipeline end to end.
- Customer health platform for a VoIP providerDesigning an internal platform for Primo Dialler, a telecoms/VoIP provider, that brings call data and carrier traffic into a single view of each customer's health.
- PowerPick — a fantasy cricket league appBuilt end to end for Bitsol: a cross-platform React Native app that replaced a manual Google Forms and Excel workflow, on a fully serverless Firebase backend.
- OpenTask — a project-management platformMy final-year project: a complete MERN project-management platform with task and milestone tracking, team coordination, and real-time chat and notifications over WebSockets.
// like what you see?
- role:
- permanent · full-time
- start:
- Sept 2027
- visa:
- sponsorship required
- relocation:
- ready to relocate