FundersAI

Evidence-first research workspace for Indian stocks and mutual funds.

01 / Context

The problem

Financial research interfaces need to show where an answer comes from, how fresh it is, and when the available data is incomplete.

02 / Implementation

What I built

Built a Next.js and FastAPI product around deterministic comparisons, official AMC-document evidence, retrieval workflows, and a Supabase-first data layer.

Current status: Deployed
Evidence path: 3 public links

03 / Current outcome

What exists today

A public research product that keeps sources, freshness, missing fields, and research-only boundaries visible to the user.

Boundary

What this page does not claim

Research-only; it does not provide personalized investment advice or buy/sell/hold recommendations.

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Full archive

Applied ML / RAG

In progress

CareFlow Intelligence

A synthetic-data, non-clinical research sandbox for bounded RAG, citation validation, and RAFT fine-tuning.

Agentic Systems