{"id":17694,"name":"CredentialFlow","purpose":"A streamlined platform for ML professionals to manage and showcase their skills and certifications. Allows creation of portfolio, tracks progress through certification programs, aggregates industry standard certificates, and offers personalized learning roadmaps.","profitable":1,"date_generated":"Monday July 2026 09:03","reference":"credential-flow","technology_advise":["Java","SQLite","Android","iOS","Medium"],"development_time_estimation_mvp_in_hours":280,"grade":6.9,"category":"education","view_count":22,"similar_ideas":[{"id":17940,"name":"CertifyFlow","grade":6.5,"category":"education"},{"id":7748,"name":"LiteracyFlow","grade":7.3,"category":"education"},{"id":6526,"name":"SkillProof","grade":8.2,"category":"productivity"},{"id":16720,"name":"HandleFlow","grade":6.8,"category":"productivity"},{"id":6305,"name":"AgentFlow Governance","grade":7.8,"category":"ai"}],"source_headline":"What non-university ML certificates are industry standard?"}