Muhammad Hashim Bilal

At AirIT Labs, I build Nexcubator, a multi-tenant business-operations SaaS suite, owning end-to-end delivery across Django REST Framework, Vue.js, and React Native. I've delivered more than eight modules spanning project management, scheduling, CRM, Drive, HRM, notifications, chat, and mobile.

I re-architected Nexcubator's embedded AI assistant to improve tool-calling reliability for CRUD operations and tenant-document search. I've also deployed agentic workflows with n8n and AWS Bedrock, including a RAG pipeline that helps a support chatbot diagnose system errors and return resolution steps.

Alongside full-time engineering work, I'm completing an MS in Computer Science with an AI specialization. I also build AI products independently, including TranswordAI, and explore AI-assisted coding reliability through the VibeGuard HCI research prototype.