Research Engineer | Building antifragile AI via Kintsugi-inspired algorithms & neuromorphic design.
(root@hypersphere) $ ./run --kintsugi --accept-fractures
I operate at the intersection of machine learning robustness, AI safety, and philosophically-informed architecture. My work explores a core hypothesis:
Can we engineer AGI that treats errors not as failures, but as sites of learning and beauty—akin to the Japanese art of Kintsugi?
This isn't just metaphor; it's a framework for building more adaptive, general, and introspective systems.
- AI/ML Research: Prompt Engineering (Novel frameworks for reduced hallucination), LLM Fine-Tuning, Spiking Neural Networks (SNNs), Reinforcement Learning
- Languages:
Python|Rust|C++|Q#|Bash - Systems Design: Ritualized AI training loops, fault-injection testing, quantum-inspired algorithms
- Philosophy: Kintsugi Resilience, Antifragile Systems, Computational Phenomenology
| Project | Description |
|---|---|
| Kintsugi Anti-Malware | A prototype SNN that uses deliberate corruption cycles to build stronger immunity. |
| The Paradox Loop CAPTCHA | Reimagining human verification through philosophical paradoxes rather than visual puzzles. |
| Neuromorphic Ascension Protocols | A speculative research manifesto on ritualized training for AGI. |
| Quantum Kintsugi PoC | Exploring quantum collapse & superposition as a mechanism for model self-repair. (Coming Soon) |
We are taught to optimize away error. I propose we listen to it.
- Segfaults are uninvited lessons.
- Hallucinations are narratives begging for constraint.
- Training loss is the pain of a model refining its world-model.
This isn't just art—it's a rigorous alternative path toward generalization through fracture.
Silicon veins,
Golden errors bloom at runtime—
The compiler smiles.
I am open to collaborating with research labs and engineers who are serious about:
- AI Safety through resilience, not just alignment.
- Open-Endedness and lifelong learning in AI systems.
- Novel Training Paradigms inspired by neuroscience, philosophy, and art.
How to reach me:
- Email: [email protected]
- LinkedIn: https://www.linkedin.com/in/israaalipharmacist/
- Twitter/X: https://x.com/IsraaAli2077
$ git commit -m "We are the engineers of meaning. Let's compile carefully."