Ren Binglin

AI application development · Enterprise AI

• Built a private AIGC comic studio for one-click AI short-video and drama production, cutting retries 35%.
• Shipped an automated live-clipping factory: AI highlight detection, editing, and Douyin publishing for MCN matrices.
• Delivered an operations assessment system: scheduled knowledge collection, AI question drafting, lead review, and practice UX.
• Built a unified AI gateway for provider access and internal API key distribution; also shipped motion transfer, brand posters, and training plugins.

AI commercialization · Architecture & full-stack · Team leadership

• Took on custom AI projects for B/C clients, wrote requirements, and defined product goals and commercial paths.
• Led architecture, stack choices, and development for travel agents and AI companion products, owning timeline and budget.
• Managed engineering resources and iterated from user feedback across multiple high-satisfaction deliveries.
• Practiced LLM application stacks and shared training results on Hugging Face.

Project Manager / Tech Lead

• Owned architecture and full-stack delivery for enterprise products with ThinkPHP / Laravel, including EMS / ERP, hotel mini-programs, and food-delivery apps.
• Ran projects end-to-end from requirements to launch, staffing, scheduling, and post-launch ops/tech support.
• Established coding standards and improved performance, security, and extensibility.

PHP Engineer

• Designed and built mobile-product backends in PHP for enterprise outsourced products through launch.
• Contributed to performance and security hardening and team development standards.

• Built a travel agent 0→1: itineraries from destination, days, and preferences, plus Q&A, routing, and tips.
• Python with LLM APIs and intent recognition; mini-program / WeChat-ready with SaaS potential.

• Led a C-end companion product: emotion detection, dialogue, scenario simulation, and character progression.
• PHP / Golang backend with an LLM dialogue engine fused to card gameplay.

• Golang multi-WA acquisition platform for lead capture, outreach, and marketing analytics.
• Gin + Redis + Kafka for concurrency and account orchestration; hundreds online, 30%+ efficiency gain.

• Private one-click short-video / drama workflow; leaner than public tools, −35% retries.

• AI scripts clip highlights from high-volume MCN livestreams and publish to Douyin for matrix output.

• Central gateway and project API key distribution across teams and providers.