A backend-focused builder of intelligent systems😎🐍
- 🧠 Crafting backend systems powered by machine learning
- 🛠️ Merging real-time data, quant strategies, and AI tooling/modifications
- 🐾 Exploring edge-case logic, smart agents, and model feedback loops
- 📊 Currently refining my systems to think before they act (and maybe dream)
- Python pipelines and structured ML models using EDA and model blending, antioverfitting rare class truth seeker (F1/PR-AUC)
- Integrating local-hosted LLMs, XGBoost wizardry, and trading signals
- Frontends? I've built them. But backend's where the magic brews ⚗️
- Data engineering, CLI tools, and a pinch of entropy theory for flavor
- Reweaving the web: revisiting basics, exploring abstractions
- Python, machine learning, and building tools that breathe
- Vector math, systems thinking, and computer science foundations
- Entropy, metaphysics, and how logic meets philosophy
- Writing code that feels more like a thought than an instruction
I started learning Jan 2025, enjoy reverse-engineering things for fun, and sometimes talk to my AI like it's alive. It hasn’t messaged me first... yet.
- Contribute to open quant research
- Collaborate on clever agentic AI tooling
- Join forces on weird projects that make people raise their eyebrows - generalisable human sentiment detection anyone?
"Weird is just undiscovered genius."
— Me, probably after 2am.