Suhaib Ur Rehman

CTO Co-founder @Workwise Ai

San Francisco, CA, US

Dynamic Risk Assessment for Industrial Health and SafetyArchitected and launched an AI-powered risk assessment SaaS for industrial safety, integrating ML-driven hazard prediction models.Built and fine-tuned LLMs (Flan-T5, LoRA/PEFT), deployed via Cloud Run, and implemented semantic search (FAISS, RAG) for real-time hazard retrieval.Designed a multi-tenant SaaS platform using Firebase (Auth, Firestore, Functions, FireAPI) alongside AWS RDS, Amplify, and OpenSearch for scale and compliance.Delivered end-to-end ML pipelines — from training to inference — supporting classification and risk prediction workflows.Deployed product MVP into Autodesk ACC for industry trial, enabling early customer feedback and validation.Guided product strategy, engineering execution, and adoption efforts, while collaborating with freelancers and advisors to deliver fast MVP iterations.