// LATEST TRANSMISSIONS
Latest Posts
- Research::10 min
A Paper Roadmap for Understanding Surrogate Gradients
A reading order covering SNN modeling, backpropagation, STDP, SpikeProp, ANN-to-SNN conversion, SuperSpike, SLAYER, and STBP to understand surrogate gradients, which train the dis…
- Research::11 min
HiPPO: Recurrent Memory with Optimal Polynomial Projections — A Paper Commentary
A step-by-step explanation of how the HiPPO framework reformulates recurrent neural-network memory as online function approximation, including the intuition, mathematics, and expe…
- Research::8 min
The Legendre Transform: Intuition, Examples, and the Thermodynamic Connection
A detailed explanation of the Legendre transform's intuitive meaning and mathematical definition, how it works through a harmonic-potential example, and its connection to partitio…
- Research::5 min
Mathematics for Computer Science (MCS) — Structure and Core Concepts
An analysis of the purpose, core concepts such as proof methods, axioms, and induction, organization, and logical progression of MIT's Mathematics for Computer Science course note…
// CAPABILITIES
Tech Stack
🦀
Systems & Rust
LOW-LEVEL- Rust / C / Assembly
- Memory-safe systems programming
- Kernel modules & eBPF
- Zero-copy networking
🤖
AI / ML Engineering
INTELLIGENCE- PyTorch / CUDA / TensorRT
- LLM fine-tuning & inference
- RAG pipelines & embeddings
- MLOps & model serving
☁️
Infrastructure
PLATFORM- Kubernetes / Helm / ArgoCD
- Terraform / Ansible
- Cloudflare Workers / Edge
- Observability & SRE
🌐
Web & API
FULLSTACK- TypeScript / React / Next.js
- NestJS / Axum / Actix
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#
Hacker's Attitude
01The world is full of fascinating problems waiting to be solved.
02No problem should ever have to be solved twice.
03Boredom and drudgery are evil.
04Freedom is good.
05Attitude is no substitute for competence.
/*
"Talk is cheap. Show me the code."
— Linus Torvalds
*/