Hi, I'm Yinhan Liu
CEO @ FlickBloom | Serial Entrepreneur (1 Exit) | 60k+ Citation AI Researcher
First author of RoBERTa, BART and mBART. Building the future of AI-powered social media marketing.
About Me
I'm an AI research pioneer and entrepreneur dedicated to creating transformative technologies. As the CEO and Co-founder of FlickBloom, I lead a venture-backed team reimagining social media marketing through multimodal modeling and AI agents, empowering over 20+ clients across B2B and B2C sectors.
As Co-founder & CTO of BirchAI, we raised $4M in funding and successfully led the company through its acquisition by Sagility. My research at Facebook AI Research produced RoBERTa, BART, and mBART - foundational models that have shaped the field of NLP with over 60,000 citations.
✨ ✨ Expertise
Experience
CEO & Co-founder
FlickBloom, IncCo-founder & CTO
BirchAIResearch Engineer
Facebook AI Research (FAIR)Products
FlickBloom
A full-stack social media marketing agency driven by advanced technology leverages proprietary in-house multimodal models and AI Agents to revolutionize content creation, social media strategy, and end-to-end campaign management for B2B and B2C businesses.
ProductGrade
Platform connecting innovative startups with qualified expert reviewers to provide authentic, professional feedback that builds trust and drives product adoption.
Tarot with Heart
An AI-powered tarot reading platform that combines ancient wisdom with modern technology. Focus on your question and let the cards guide you to awaken the possible.
BirchAI
Healthcare AI platform utilizing state-of-the-art Speech and NLP models for medical customer support. Successfully acquired by Sagility.
Research Contributions
60,000+ total citations across foundational NLP research
RoBERTa
📄A robustly optimized BERT pretraining approach that achieves state-of-the-art results on multiple NLP benchmarks. One of the most influential NLP models with thousands of citations.
BART
📄A denoising autoencoder for pretraining sequence-to-sequence models. BART combines bidirectional and auto-regressive transformers, achieving excellent performance on text generation tasks.
mBART
📄Multilingual denoising pre-training for neural machine translation. Extends BART to multiple languages, enabling cross-lingual transfer and improving translation quality.
Blog
Thoughts on AI, entrepreneurship, and building impactful products
The One Thing I Wish I Knew Before Starting My Startup
After 5.5 years of entrepreneurship, the most valuable lesson: Your mental peace is your most valuable asset. Protect it fiercely.
My LinkedIn Was Restricted, and It Forced Me to See Who Was Really in My Network
What losing LinkedIn access taught me about the difference between contact lists and true community, and how 5.5 years of entrepreneurship reshaped my network.
The Illusion of the Moat: Why Your Startup's Competitive Edge is Probably an Illusion
Simply Measured's rise and stall exposed how fragile many so-called moats really are—and why people and proprietary data matter more than feature velocity.
The 10-Minute Website Vibe Coding: This Is How I Created This Website Instantly
A step-by-step look at the vibe coding workflow that took this site from blank canvas to production-ready in minutes, powered by AI co-creation.
Let's Connect
I'm always interested in hearing about new projects and opportunities. Feel free to reach out!