Carson Weeks: An Economics Major's Dive into Data Science
Hello, I'm Carson Weeks, an Economics major with a passion for blending the realms of economics, data science, and language. My goal is to harmonize these disciplines to elevate my hobbies and achieve my ambitions, forging innovative pathways in the process.
businessinquiries@carsontweeks.com
Portfolio
Analyzing Stock Market Trends through Data Science and Technical Analysis
With precision, I conducted data collection, rigorous preprocessing, and technical analysis to identify and categorize stock market trends. Employing machine learning models and k-fold cross-validation, I thoroughly back-tested my predictions.
In my project, "Analyzing Stock Market Trends through Data Science and Technical Analysis," I leveraged a sophisticated toolkit: Python as the primary language, Jupyter Notebooks for interactive development, and data sources like Yahoo Finance. Utilizing technical analysis libraries and machine learning frameworks, I extracted valuable insights from historical stock data. Effective communication of my results was achieved through tools like Matplotlib, while specialized backtesting platforms ensured thorough model evaluation.
In summary, this endeavor produced diverse outcomes. The acquisition of knowledge and technical proficiency remains invaluable, reinforcing my commitment to refining my expertise in finance and data science. As I continue this learning journey, I aim to revisit this project with enhanced skills, providing a fresh perspective and a more adept understanding of the intricacies of financial markets.
Exploring the Synergy of Game Theory and Data Science in Enhancing Poker Strategy
In my project, "Exploring the Synergy of Game Theory and Data Science in Enhancing Poker Strategy," I aimed to assess the effectiveness of combining game theory and data science to improve poker players' competitive edge.
I collected historical game data, player behavior patterns, and contextual variables and used advanced feature engineering to extract game-specific features. Machine learning algorithms were employed to build predictive models for opponent moves, optimize betting strategies, and estimate probabilities. Additionally, I integrated game theory principles like Nash equilibria and mixed strategies and incorporated risk management models for a balanced approach to gameplay.
The project has proven highly successful, confirming that the fusion of game theory and data science can significantly enhance poker strategy. This approach empowers players with data-driven insights, augmenting their competitive advantage and boosting their chances of success in poker while ensuring ethical gameplay standards.
Development of a Universal Language through Language and AI Integration
This project seeks to revolutionize global communication by leveraging language and artificial intelligence to create a universal language, with the ultimate goal of becoming the world's lingua franca. The vision is to establish a common language that transcends linguistic barriers and fosters global prosperity by facilitating seamless trade, cultural exchange, and interconnectedness. Building upon historical attempts like Esperanto, this initiative aspires to design a language that is not only accessible but also exceptionally powerful, ensuring its widespread adoption and utility across diverse linguistic backgrounds.
The history of attempts like Esperanto serves as a valuable reference point, highlighting both the challenges and opportunities in creating a global language. While previous efforts laid the foundation for this undertaking, our project distinguishes itself by harnessing the capabilities of artificial intelligence to develop a language that is not only easy to learn but also highly adaptable to the evolving needs of a globalized world.
About Me
My name is Carson Weeks, I am a junior at the University of Mississippi, where I am diligently pursuing a Bachelor's degree with a major in Economics.
My academic journey has been marked by a sincere devotion to Economics, Data Science, and, more recently, languages, a passion that ignited during a transformative trip to Germany. My immediate goal is to secure an internship within the financial sector. This aspiration reflects my earnest desire to bridge the gap between theory and practice, enhancing my analytical and strategic competencies.
Looking beyond my personal aspirations, I am driven by a long-term vision of leveraging my unique blend of skills and interests to contribute positively to society. I aspire to play a role in fostering economic prosperity and inclusive growth, channeling my abilities for the collective benefit of our community and beyond. My journey is characterized not by personal accolades but by a commitment to making a meaningful and enduring impact.
