Hello everyone,
I’m excited to share a project I’ve been building called BLUM and invite anyone interested to contribute, challenge ideas, and help shape its future.
BLUM is an open-source Financial Intelligence Engine designed to go far beyond traditional stock screeners and financial dashboards.
The goal is not to tell people what to buy.
The goal is to build a system capable of understanding why markets move, which narratives are emerging, what evidence supports a thesis, and what risks might be overlooked.
We want BLUM to combine:
Financial market data
News intelligence
Sentiment analysis
Technical analysis
Historical pattern recognition
Narrative detection
Explainable AI reasoning
Continuous learning from past outcomes
into a single transparent research platform.
Most financial tools either provide raw data or black-box predictions.
We believe there is a missing layer between the two:
Financial reasoning.
BLUM aims to become a system capable of:
Discovering opportunities before they become obvious
Identifying emerging narratives
Understanding market context
Challenging its own conclusions
Learning from past mistakes
Explaining every insight it generates
Every conclusion should be supported by evidence, historical context, and clear reasoning.
We are actively working on:
A reasoning engine that generates investment theses rather than simple scores.
Analysis of market-wide sentiment, sector rotation, macro conditions, and emerging themes.
Advanced chart analysis combining deterministic indicators with multimodal AI models.
A system that compares current situations with similar historical setups.
Tracking how market stories emerge, grow, become crowded, and eventually fade.
Evaluating past signals and continuously improving the quality of future analysis.
Every conclusion must answer:
Why?
Based on what evidence?
What could invalidate it?
What are the risks?
Foundation
Market scanning
News intelligence
Sentiment analysis
Technical analysis
Explainable dashboards
Financial Brain
Thesis generation
Contradiction analysis
Historical reasoning
Confidence calibration
Autonomous Learning
Signal evaluation
Pattern memory
Outcome tracking
Continuous improvement loops
Research Assistant
Multi-agent financial reasoning
Narrative discovery
Market regime detection
Deep contextual analysis
Create one of the most transparent, explainable, and community-driven financial intelligence platforms built entirely on open technologies.
Not another black box.
A system that shows its reasoning.
If you are interested in: AI
Finance
Data Science
Machine Learning
Quantitative Research
Open Source Development
UI/UX
Financial Data Engineering
your contributions are welcome.
Ideas, criticism, pull requests, architecture suggestions, model experiments, datasets, and discussions are all valuable.
This project is still evolving, and community feedback can have a real impact on its direction.
If the vision resonates with you, feel free to join the discussion and help build BLUM. Let’s see how far an open-source financial intelligence platform can go.
Thanks everyone.