At Nextbridge FZE, I lead frontend engineering for Aqari, a government real-estate portal with 29 workflows. I also took over its iOS and Android apps and built a typed web-to-native bridge.
I created InstantBot, a multi-tenant AI knowledge assistant that turns company documents into grounded, citation-backed answers. It was piloted with an HR team for screening CVs against job requirements.
For InstantBot, I built document ingestion and hybrid retrieval with pgvector and reranking, alongside guardrails and an LLM evaluation framework. I also built Document Scout for extracting requirements and producing explainable, source-quoted ranked shortlists.
Earlier, I led a team of four at Afiniti on billing and auto-configuration microservices, reducing configuration time from 3–5 minutes to under one minute. My work has also included Lebara’s telecom platform, Zerodocs, and Educative.io.
