Christian Harley Cooper, CFA FRM

Trader · Risk Expert · AI-for-Finance Developer

--- ## 👋 About Me - I'm Christian, a developer and finance expert creating **AI-powered tools for professional finance education and research** - I specialize in **quantitative modeling**, **LLMs for financial training**, and **interactive content for CFA/FRM students** - My goal: Build tools that help professionals calculate faster, think deeper, and learn visually --- ## 📂 Featured Projects ### **📽 Math‑To‑Manim** - Converts mathematical and scientific writing into **Manim animations** using a multi-agent architecture (DeepSeek, Gemini, GPT-4) - Leverages natural language parsing + prompt chaining for visual educational content ### **🧠 smolThinker‑.5B** - A distilled version of Qwen‑.5B fine-tuned on OpenR1‑Math‑220k - Designed for **on-device math reasoning** with custom reward tuning --- ## 🛠 Tech Stack | Domain | Tools & Frameworks | |------------------|----------------------------------------------------| | Quant Finance | Python · NumPy · SciPy · CFA/FRM-specific math | | AI & LLMs | PyTorch · LangChain · Hugging Face Transformers | | Visualization | Manim · Gradio · Prompt-to-Animation Pipelines | | DevOps & Infra | Docker · GitHub Actions · E2B Sandbox | --- ## ✨ How to Connect - View the **Math-To-Manim** pipeline and watch AI turn LaTeX + plain text into full animations - Follow my development on AI tools that support **professional exam prep** and **educational visualization** - Interested in collaborating on **AI for education or finance**? Let’s connect. --- > “Working on complex problems in a complex world” — building tools that turn text into insight.