Fin-Analyst at FinMMEval 2026 Task 3: A Live Hybrid Trading Agent with LLM Speci
Large language model (LLM) trading agents show promising performance in equity markets, yet remain narrowly focused on US equities with little evidence from live deployment. We present Fin-Analyst, a hybrid agent for FinMMEval 2026 Task 3:
https://arxiv.org/abs/2607.12233v1 ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
Moderate
How close the company’s idea is to your thesis statement
Sector
agents, llm, ai
Overlap with sectors you care about
Geography
Unknown
Location unknown — scores 0
Your thesis: “We back exceptional technical founders building AI-first products and infrastructure, deploying $100K checks within 24 hours.”
Founder ↑ improving
Traction → stable
Idea vs market ↓ declining
▸ Add / edit details
Correct facts used on the next screening or memo.
People
M
Mohotarema Rashid
1.0
low confidence
L
Lingzi Hong
1.0
low confidence
J
Junhua Ding
1.0
low confidence
K
K. S. M. Tozammel Hossain
1.0
low confidence
Activity & evidence
Similar baseline plays (YC · idea space)
Scalar Field
· Active
Your Agentic Trading Desk — Building the next era of agentic…
founders not scraped yet
Clarum
· Active
AI agents for private market diligence, monitoring, and reporting
founders not scraped yet