About ActOn

Built by researchers,
for researchers.

ActOn is a team of professors, PhD researchers, and engineers from top universities who believe academic tools should be as smart as the people using them. We combine deep domain expertise with cutting-edge AI to help you produce publication-ready work faster.

Meet the team behind ActOn

Every member brings real research experience. We don't just build tools — we use them.

YL
Prof. Yichen Liu
Chief Research Advisor

Associate Professor of Computer Science at Tsinghua University. Published 40+ papers in NeurIPS, ICML, and Nature. Oversees the research pipeline methodology and ensures every output meets academic standards.

SW
Dr. Sarah Wei
Head of AI & NLP

PhD from Stanford in Natural Language Processing. Former research scientist at Google DeepMind. Leads the LLM integration, citation verification engine, and bilingual generation models.

MZ
Prof. Minghan Zhang
Academic Quality Lead

Professor of Applied Statistics at Peking University. 15 years of experience reviewing for top-tier journals. Designs the quality rubrics and structured Q&A framework.

JC
Dr. James Chen
Engineering Lead

PhD in Distributed Systems from MIT. Previously built ML infrastructure at Meta. Architects the full-stack pipeline — from code generation sandboxing to real-time execution.

RL
Dr. Rachel Li
Career & Cover Letter Expert

Former hiring manager at McKinsey and Goldman Sachs. PhD in Organizational Behavior from INSEAD. Designed CoverCraft's scoring rubric and company-research methodology.

KP
Kevin Park
Product & Design

Former product designer at Notion and Figma. Obsessed with making complex academic workflows feel as simple as a consumer app. Leads UX for both ResearchCraft and CoverCraft.

Professors who assist you 1-on-1

Unlike generic AI tools, every ActOn product is backed by real professors who review methodology, validate outputs, and are available for direct consultation.

Personal guidance

Book a session with a professor in your field. They review your research scope and suggest improvements before you run the pipeline.

Quality verified

Our academic advisors continuously audit generated essays and citations to ensure they meet publication standards.

Direct feedback

Get written feedback on your cover letters or research outputs from domain experts — not chatbots, real professors.

Tutorials & demos

Watch how to get the most out of ActOn's tools — from first signup to publication-ready output.

Bilibili video coming soon
Bilibili
ResearchCraft: From idea to cited essay in 5 minutes
A full walkthrough of the research pipeline — clarify, search, generate, execute, and write.
YouTube video coming soon
YouTube
CoverCraft: Generate bilingual cover letters with AI
See how CoverCraft researches the hiring company and crafts a tailored letter in under 30 seconds.
Bilibili video coming soon
Bilibili
How our professors review your research output
A behind-the-scenes look at our 1-on-1 academic review process and quality verification.
YouTube video coming soon
YouTube
ActOn credit system: How pricing works
Everything about credits, free tier, and how to get the most value from your plan.

Get in touch

Have questions, feedback, or want to schedule a 1-on-1 session with a professor? Reach out anytime.