FinTech AI Lab
Tools
Data Analyzer
Perform data analysis using advanced machine learning techniques
Earnings Transcript Analyzer
Generate summary and line-by-line sentiment analysis of documents (e.g., speeches, earnings calls)
ERFinData
Extract raw financial data from earnings press releases
KPIx
Perform slide-by-slide analysis and executive summary of a slide deck or KPI report
Macro AI Summary
AI-generated summaries of charts in an multi-sheet excel file
Model Analysis
Drill-down analysis of live excel financial models
Q&A Assistant
Query an unlimited set of pdf files, exhaustively or RAG-based
Speech Writer
Train on a speaker style. Then create speeches in that style just from bullet points
ThinkTank-AI
Create virtual panels or focus groups using AI agents
Writing
Building an ARC-AGI-2 Solver (Part 1)
Building an ARC-2 Solver: My Multi-Agent Socratic Reasoning Journey Building a system that can solve ARC-AGI-2 (i.e., the second iteration of the Abstraction and Reasoning Corpus for Artificial …
Building an ARC-AGI-2 Solver (Part 2)
ARC-AGI-2 reveals LLM perception gaps: why vision models struggle to count holes—and how text, high-res images, and reflection improve results
Building an ARC-AGI-2 Solver (Part 3)
Building an ARC-2 solver: from multi-agent debate to a tool-augmented Oracle achieving 50–70%+ on the public evaluation dataset.
Open Source
chat-TRM
Experimental Tiny Recursion Model (TRM) Chat App with only 3.5M parameters
file-repo
Lightweight file repository utility for organizing and managing local file collections
pdf-files-concatinate
Batch-concatenate multiple PDF files into a single document in a specified order
image-files-summary
Generate AI-powered summaries of image files in a directory
split-mp4
Split a large MP4 file into n equal-length segments