Welcome to my GitHub — where curiosity meets code, and every README is a live experiment.

• 🤖 What if LLMs had sparring partners?
  Imagine two neural networks, each with their own “opinions,” debating a problem until they converge on a solution.
  Could this “AI Socratic method” spark new levels of reasoning and creativity?
• 🌐 Can AI agents really surf the web like us — or better?
  I’ve been deep-diving into how agents parse, interpret, and “think” about web data.
  OCR and DOM extraction feel like relics — what if we designed a web that’s natively readable for LLMs?
  Is it time for a new web paradigm, built for machines and humans alike?
• 🕳️ Are neural networks still black boxes?
  We see the activations, but do we really “get” what’s happening inside? What do these neurons represent?
  What if we could visualize, interpret, and even interact with the “thoughts” of a model in real time?

• 🚀 AI-Driven Products:
  Co-founded PlatoEducation — an AI-powered coding education platform (React, Express, OpenAI, Azure).
  Built secure, scalable, and cloud-native systems (JWT, AES, Docker, AWS Lambda).
• 📈 Quantitative Research:
  Sharpe ratio 2+ alphas @ WorldQuant — finding signal in the noise, one dataset at a time.
• 🧬 Data Science Experiments:
  From T-SNE and KNN to semantic clustering and feature engineering — I love turning raw data into insight.

Languages:   [Python, C++, JavaScript (ES6+)]
Web:         [React.js, Next.js, Node.js, Express.js, TailwindCSS]
Cloud:       [Azure (Inference SDK, ACR, App Service), AWS (S3, Lambda)]
DB:          [MongoDB]
AI/ML:       [OpenAI API, TensorFlow/PyTorch (basics), Scikit-learn, NLP, CV]
Tools:       [Docker, Git, Jupyter, Postman, VS Code]

• Building something that bends the rules of AI, web, or data?
  Ping me — I’m always up for brainstorming, hacking, or just geeking out.
• Got a wild AI hypothesis, a half-baked idea, or a technical rabbit hole to dive into?
  Let’s riff and see where curiosity leads.

P.S. If you want to debate AI creativity, brainstorm next-gen agents, or just swap wild theories about the future of tech — you’re in the right place! 🚀