Exploring why relying on a single data vendor for financial research is unrealistic in today's complex market landscape, and how AI-driven platforms like OpenBB are transforming how professionals interact with diverse data sources to find alpha and gain competitive advantage.
A personal journey through my first NYC Half Marathon, from fundraising $1,615 for cancer research to crossing the finish line in 1h45min, complete with training insights and my race day experience.
At the recent AI Engineering Summit, BlackRock unveiled their Aladdin Copilot - a platform remarkably similar to what we've built at OpenBB, but with a key difference.
While they've invested massive resources into building a closed system, we've created an open-source solution that achieves the same goals: multi-application support, seamless agent integration, explainable AI, and enterprise-grade security. Here's a deep dive into how the world's largest asset manager validated our approach to AI-powered financial workflows.
How AI is evolving from reactive to proactive in financial services, and why this shift will transform how investors discover opportunities and generate alpha.
Key insights from financial services technology leaders on AI adoption, including build vs. buy strategies, data privacy concerns, technology adoption divides, and the challenges of moving from prototypes to production-ready solutions.
How I built a custom OpenBB widget to save my friend hours of manual work on his newsletter with 190,000+ subscribers.
The open source code is available here.
Building on OpenBB's presentation at the Anote AI Day Summit, this post explores how intelligent function calling serves as the cornerstone of our AI-native workspace for data analytics.
A deep dive into why the UI layer represents the next major frontier in financial technology.
While the industry has heavily invested in data, the user interface remains a critical yet overlooked bridge between raw information and actionable intelligence. This piece explores how OpenBB is leading the charge in revolutionizing how financial professionals interact with data.
A practical exploration of using Gemini's long context window capabilities to analyze multi-page documents, featuring a Streamlit app for testing and iterating prompts.
Learn how to move beyond traditional RAG approaches for document analysis and leverage the power of large context windows for more accurate information retrieval.
The open source code is available here.
From getting the OpenBB logo tattooed to honoring a promise of a Bali trip, this is a personal reflection on what it truly means to have "skin in the game". It's not about reckless commitment, but about standing fully behind your words and actions - a principle that's shaped both my personal life and my approach to building OpenBB.
It's an open, AI-native application that unifies data, streamlines workflows, and delivers enterprise-grade collaboration and control for teams of all sizes
This project converts blog feed content into a structured Question-Answer dataset using LLaMA 3.2 (via Ollama) for local processing. The generated dataset follows a conversational format and can be automatically pushed to Hugging Face.
The open source code is available here.
AI is transforming software development at a groundbreaking pace, creating a reinforcing cycle that makes open source unstoppable.
As development costs plummet and AI tools make codebases more accessible than ever, the traditional moats of proprietary software are evaporating.
Here's why I believe that the future of software is inevitably open.
AI is revolutionizing software development costs and shifting value creation in the financial industry. I talk about the growing importance of data infrastructure, the rise of customizable solutions, and how OpenBB Workspace enables firms to build specialized AI-powered financial tools.
Learn how I built an open-source tool that generates beautiful SVG visualizations of your blog post history, supporting both JSON and ATOM XML feeds. Perfect for keeping yourself accountable and monitoring your writing progress over time.
The open source code is available here.
A practical guide to building an AI agent that processes Telegram messages through a local LLM, gathers context from various sources (OpenBB, Perplexity, Grok), and automatically posts content to Bluesky.
The open source code is available here.
Why the future of financial analysis isn't about chatbots, but about intelligent workspaces that combine your data, tools, and AI exactly when you need them.
This is how OpenBB is reaching users worldwide with Chrome's translation features, making financial analytics accessible in multiple languages and expanding our presence across 84% of countries since launch.
Why I believe AI agents need the same comprehensive workspace tools as human analysts, moving beyond simple chat interfaces to enable true financial research and analytics.
My friend Matt, from VanEck, built a backend with data from Coingecko, Velodata, Artemis, CCdata, Glassnode, MSTR Tracker, Telegram and Google - all in OpenBB.
At OpenBB, we removed Performance Improvement Plans (PIPs) in an attempt to increase the company's talent density pool rate.
Maximizing team transparency through focused feedback sessions.
How we built a mobile app, in 1 evening, with 1 engineer.
I took the stage at the Cornell Quant Conference alongside Yu Yu (BlackRock) Tony Berkman (Two Sigma), and Samson Qian (Citadel), to discuss ChatGPT & The Future of AI in Finance.
Exploring the parallels between boxing and startup life, and how both push me beyond my comfort zone to foster personal growth, resilience, and continuous learning.
The OpenBB journey started officially 3 years ago.
So I want to celebrate it by sharing 36 lessons I learned over the past 36 months as a founder and CEO of a fintech company.
It's not a matter of if, but a matter of when. AI will replace analysts' jobs, and we actually believe that's a good thing. In this blog post, we explain why and how you can prepare for this revolutionary change in the world of finance.
In a time when we talk about going to Mars and having AGI, cancer is still taking lives every day.
AI will change education forever. Here's how I leveraged Perplexity, Cursor and ChatGPT to teach Supervised Learning and assess coursework.
The open source code is available here.
Financial assistants structured like ChatGPT are great for quick searches but fall short for comprehensive investment research. They are limited by their one-dimensional approach, which hinders efficient data retrieval and long-term usability. Read on to discover how OpenBB Terminal Pro addresses these issues with a three-dimensional solution.
Yesterday was my 29th birthday, and I was reflecting on my life and on how sitting on the top of giants isn’t given enough credit. My giants are my parents.
I can see a future where people use rabbit r1 for very particular use cases where phone is suboptimal. For instance, when multiple people want to interact with said phone (e.g. selecting music at a party without having to give phone away) and that is not ideal due to personal information on phone, or when the phone isn't ideal because it has too many distractions and user wants to focus on doing something (e.g. practicing a presentation using recording session and then asking for feedback).
How I built a financial analyst that lives on Slack and has access to OpenBB.
The open source code is available here.
I have started a company. I have moved countries. It turns out that there's a lot in common between these.
The culture shock from moving to the Bay Area from London.
For the past few weeks, we’ve been working on the OpenBB Copilot, an ever-present financial analyst at your fingertips with the OpenBB Terminal Pro.
We acknowledged the enduring centrality of Excel in the financial sector, so we're now making data from the Terminal Pro readily available in Excel. We're also excitedly working to integrate the "Bring Your Own Data" feature into our Excel Add-in, a move we foresee as a transformative step in the financial data industry.
The SlackGPT is a Slack bot that summarizes conversations and sends you a summary per channel.
The open source code is available here.
How I'm using Docusaurus to build my own personal website.
Companies will own multiple fine-tuned LLMs/SLMs for specific tasks.
Our Platform aims to empower the OpenBB Copilot, an AI-powered financial analyst, to perform tasks ranging from knowledge retrieval to fully autonomous analysis. The architecture involves task decomposition, tool retrieval, and subtask agents, showcasing impressive results in both deterministic and non-deterministic workflows. Read on to explore its capabilities and don't forget to watch the demos.
The open source code is available here.
This blog post delves into how our collaboration with MindsDB, Nixtla, LlamaIndex, and Langchain is revolutionizing the financial world. Read on to learn all about the event "The New FinAI Tech Stack" held last week in SF, California.
Today, we are thrilled to announce the new OpenBB SDK, a game-changing platform that is now divided into the robustness of OpenBB Core and the limitless potential of OpenBB extensions.
The open source code is available here.
The OpenBB Bot is now open source. Check out our Discord Bot architecture now on GitHub.
The open source code is available here.
With the launch of the OpenBB Terminal Pro approaching, we're excited to announce the hiring of Michael Struwig, a Ph.D. with expertise in AI and quantitative finance. Michael will help us to further our AI capabilities, reinforcing our commitment to innovation in the open-source finance space.
This blog post emphasizes the importance of writing documentation as a founder. It discusses how it can give an edge when pitching your product and how it can result in less customer support and a better user experience overall.
This blog post discusses the process and challenges of building the world's investment research infrastructure. It provides an insight into the products developed by the OpenBB team and their efficient operation.
The open source code is available here.
This blog post discusses our $500k investment in building the best platform for AI using financial data. We focus on the rebranding of OpenBB SDK to OpenBB Platform, its features, and the potential payoff of this bet in 2024.
The open source code is available here.
This blog post challenges the concept of work-life balance, arguing that success often requires sacrifices in personal time and relationships. It suggests that true balance comes from finding joy in your work and surrounding yourself with like-minded individuals.
This blog post provides a comprehensive guide on how to perform target market analysis for your company using LLMs. It includes a detailed explanation of the BCG Matrix and the GE McKinsey Matrix, and how these frameworks can be used to determine market attractiveness and competitive advantage.
The open source code is available here.
Two years of OpenBB: A look back at our achievements and growth in the world of open-source finance.
In this post, we discuss how to handle equity top-ups at a seed stage startup, providing a step-by-step guide on the implementation process and including links to relevant spreadsheets.
A step-by-step guide on how to handle equity at a seed-stage startup, using a fictional example from OpenBB.
Keep track of your startup metrics using a custom iOS widget. This blog post will guide you on how to build a custom iOS widget that displays your startup metrics at all times. The entire code is open source and requires minimal coding skills.
The open source code is available here.
This blog post discusses how to use OpenAI to extract insights from team survey data. It covers the motivation behind the project, the requirements, and the implementation process, including the use of the Slack API and Airtable API for automation.
The open source code is available here.
OpenBB Terminal, an open-source investment research platform, is transforming the financial industry by addressing issues like data licensing, full-price bundle, lack of transparency and customization, and the need for a diverse community. This post explores why open source is crucial for us and the main problems in the space.
From Open Source to Open Startup: A journey of OpenBB towards transparency in the financial world.
Employees are leaving? Be proactive about employee feedback. This blogpost discusses the importance of employee feedback and how we at OpenBB are ensuring high employee engagement through a periodic feedback survey.
Hybrid work, a combination of remote and office work, is not as beneficial as it seems. This blog post discusses the pros and cons of remote and office work, and why hybrid work might not be the best solution.
Become an OpenBB Champion and join our passionate community. Share your experiences with our innovative products and help us democratize investment research through an open source approach.
Streamline your OpenBB Terminal experience with OpenBB Hub. Learn about its key features, including API key management, data customization, personalization, and script management.
The open source code is available here.
A game-changing update to OpenBB Terminal, introducing interactive charts and tables, empowering users with a new way to analyze data.
The open source code is available here.
Leaving London to live in San Francisco: A personal journey of relocating and starting a tech company in the heart of Silicon Valley.
The OpenBB Bot is a financial chatbot that allows you to access financial data from Discord or Telegram along with other users. From equity data to crypto, options, darkpool, economy and much more! Now available for free to registered users.
The OpenBB Hub is a comprehensive platform for managing all products, data, subscriptions, and content for users, aiming to empower investors globally with tools previously exclusive to institutions.
How OpenBB can lead the future of finance using AI on top of an open source investment research platform.
The open source code is available here.
In this blog post, I share how I used the OpenAI API to improve our product documentation. I used ChatGPT to generate more detailed descriptions for our OpenBB Bot Discord commands, making them more understandable for new users.
The open source code is available here.
The future is a strange place. We’re not entirely sure what it will look like, but we do know that it will be shaped by the choices we make today. And while I can’t tell you exactly how to get a job in 2023, I can help you set yourself up for success by showing you some of the best ways to build your career today.
In this blog post, we discuss the underrated potential of financial chat bots, our collaboration with OptionsFamBot, and why chat bots are becoming increasingly popular.
Firing is tough. This blogpost discusses how to avoid it by hiring A players, improving the hiring process, and understanding the importance of a scorecard in recruitment.
Leveraging the power of ChatGPT to interact with Twitter API for real-time financial news updates.
How I wrote a machine learning paper in 1 week that got accepted to ICMLA while working full time and raised $8.8 million for OpenBB Terminal.
The open source code is available here.
The future of finance is being reshaped by open source and AI. This post discusses the potential of these technologies in disrupting the financial industry, the advantages of open source, and the role of AI in user interface.
OpenBB Terminal 2.0 has been released. This blog post discusses the new features and improvements, including the release of OpenBB SDK, a state-of-the-art AI/ML toolkit for the financial industry, and the vision for a community-driven investment research platform.
The open source code is available here.
In this blogpost, we share how we organized a World Cup 2022 sweepstake for our startup team as a team building activity, and how we built a slack bot to facilitate discussions around the event.
The open source code is available here.
This blog post outlines the five steps I took to change my job title from an Embedded Firmware Engineer to a Sensor Fusion Engineer in less than a year. It provides a roadmap for others who may be looking to make a similar career transition.
Growing an open source community from scratch is a challenging task. This blogpost shares insights and strategies on how to effectively build and manage an open source community, using the example of the OpenBB Terminal project.
Learn how to accelerate your learning process and become 10x faster than average. This blog post provides practical steps to enhance your self-learning abilities and master new skills effectively.
In this blog post, I share how I built a Python tool that converts a Twitter thread into a LinkedIn carousel in seconds. This tool is open source and contributions for improvements are welcome.
The open source code is available here.
This blog post provides a detailed walkthrough on how to conduct due diligence on $AMT using the OpenBB Terminal, a free and open source platform for financial data analysis.
The future of CVs for engineers and developers lies within GitHub. This post discusses why GitHub profiles are becoming the new CVs and how they can provide a more comprehensive view of a candidate's skills and contributions.
Why you should consider switching from yfinance API to OpenBB SDK for financial data retrieval. OpenBB SDK offers access to multiple data sources, potential for unlimited data, and incentives for data source partners.
The open source code is available here.
This post talks about my story of becoming the CEO of OpenBB, the company behind the fastest growing open source project in finance.
This blog post discusses the importance of strong communities in the Web 3.0 space, the role of decentralization, and how voting frameworks based on smart contracts can empower users.
This blog post discusses the importance of remote and flexible work hours, and how it can significantly improve work-life balance and productivity.
Exploring unconventional ways to increase brand visibility, OpenBB's co-founder gets a tattoo of the company logo. This blog post discusses the thought process behind this unique marketing strategy.
In this blog post, I share my journey of creating a Discord meme bot, the role it played in building a vibrant community around our open source project, and how you can add your own memes to the bot.
The open source code is available here.
Meet the most advanced investment research platform. This blog post introduces Gamestonk Terminal, an advanced investment research platform, and discusses its features and automation capabilities.
The open source code is available here.
Gamestonk Terminal's UX/UI features and the teamwork behind their implementation.
The open source code is available here.
The development journey of a new Sector and Industry Analysis feature for Gamestonk Terminal, integrating the FinanceDatabase package.
The open source code is available here.
Handing over the Twitter account of Gamestonk Terminal to an active community member and the impact it had on the project's growth and engagement.
The start of my journey into the world of Machine Learning, from learning Python to understanding the underlying mathematics of ML algorithms.
An unusual journey of learning about Neural Networks for a PhD thesis. This blog post details the author's experience of assisting in the programming aspect of a PhD thesis, focusing on the study of various models and their forecasting performance.
The open source code is available here.
In this blogpost, I share how I created a bot in Python to automate participation in NFT giveaways on Reddit. The bot simplifies tasks such as upvoting posts, commenting, and opening Opensea links to favourite artwork.
The open source code is available here.
Gamestonk Terminal's latest updates including Docker integration, Jupyter Lab integration, a new Hugo website, and new features. A summary of the recent developments and future plans for the open-source financial tool.
The open source code is available here.
This blog post discusses the creation of a Python module for splitting univariate time-series data using cross-validation techniques. The module is designed to prepare data for training, validation, and testing in a Deep Neural Network (DNN).
The open source code is available here.
Ranking and sorting a list of 99 mind-bending thriller movies using IMDbPy API in Python.
The open source code is available here.
In this blogpost, I share how I used the K-means algorithm to plan a visit to London. The algorithm helps to decide which attractions to visit based on the number of days of the visit and the GPS coordinates of the attractions.
The open source code is available here.
In this blogpost, I share how I developed a program to help my mum manage her recipes. The program allows for adding, editing, and removing recipes, and even includes fun minion icons.
The open source code is available here.
In this blogpost, I share my journey of creating a program to split household bills. This was my first side project where I used Java to create a GUI application.
The open source code is available here.
In this blogpost, I share my journey of memorising a deck of 52 shuffled cards using the PAO system and Memory Palace technique.
In this blogpost, I share my journey of creating a customizable meme filter using Python. This filter selects a random meme based on the number of people on the screen and assigns each person to a character in the meme.
The open source code is available here.
In this blogpost, I share my journey of starting a sustainable clothing brand, managing the project, and developing a stock management tool in C++.
The open source code is available here.
In this blogpost, we introduce Gamestonk Terminal, an open-source project that aims to be a comprehensive tool for financial analysis and stock market research. It includes functionalities for discovering stocks, market sentiment analysis, fundamental and technical analysis, due diligence, prediction techniques, and more.
The open source code is available here.
In this blogpost, I share how I developed an automated task to estimate the momentum of football teams for betting purposes using Beautiful Soup and Python.
The open source code is available here.
In this blogpost, I introduce Gamestonk Terminal, an open-source project that aims to be a comprehensive tool for financial analysis and stock market research. It includes functionalities for discovering stocks, market sentiment analysis, fundamental and technical analysis, due diligence, prediction techniques, and more.
The open source code is available here.