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Soft minds crash. Hardened ones compile
🎭
Soft minds crash. Hardened ones compile
19 followers · 22 following
  • SAP
  • Sofia, Bulgaria

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ba1chev/README.md

🛠 Yoan Baychev — DevOps | Systems | Low-Level | {AI, ML, DL}

🧩 About me:

  • ⚡ Passionate about mastering systems from the hardware up to high-level abstractions
  • 🎯 Focused on building efficient, scalable, and production-oriented systems
  • 🐧 Experienced with Unix-based operating systems: Linux (Ubuntu, Debian, Alpine) and macOS
  • ⚙️ Hands-on with low-level programming (C, C++, x86 Assembly) including register-level and hardware-oriented development
  • 🚀 Experience with performance optimizations: SIMD/vectorization (XMM/YMM), cache-aware design, and low-level tuning
  • 🧱 Strong understanding of object-oriented design and software architecture principles
  • 🤖 Machine/Deep learning fundamentals and probabilistic modeling
  • 🧠 Strong interest in algorithms, performance engineering, and writing efficient code
  • 🌱 Continuously exploring OS internals, CPU architecture, and system performance

🚀 Projects

  • Logic-Crusher — Boolean algebra tool for expression minimization, visualization, and logical analysis Python
  • Yox47 — Statically-typed programming language with tokenization and AST-based parsing C++ x86 ASM
  • Battle-Of-64 — Low-level C++ chess engine with alpha-beta search and custom memory management C++
  • b47 — Custom POSIX-compliant Unix shell with advanced parsing, job control, and process management C
  • XDP47 — Edge rollout orchestrator for safe, staged software updates across distributed devices Go JavaScript
  • Probabilistic-Quadrature — Probabilistic numerical integration techniques for estimating complex integrals Python
  • Cloud-Audit — Statistical analysis of cloud vs. on-premise infrastructure across 48 hypotheses Python
  • Chimera-47 — Behavioral malware classifier — linear SVMs, multinomial softmax, Markov chains Python
  • Machine-Learning-Algorithms — Classic ML algorithms implemented from scratch in C++17 C++
  • Stochastic-Assistant — From-scratch C++17 probability library: σ-algebras, distributions, joint distributions C++

💻 Technologies

C C++ Assembly Go Python R JavaScript Shell HTML5 XML CSS3 Haskell Scheme Racket MATLAB SQL PostgreSQL NoSQL MongoDB MariaDB Docker Docker Compose Kubernetes Helm Apache Terraform Jenkins Concourse GitHub Actions Git Vault AWS Azure Cloud Foundry Kafka Prometheus Grafana Splunk Slack ServiceNow iptables ssh tcpdump netcat ip traceroute nmap ss dig nslookup top htop Bruno pgAdmin Argo CD Kustomize TypeScript OAuth 2.0

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  1. Yox47 Yox47 Public

    Statically‑typed, block‑structured programming language

    C++ 1

  2. Battle-Of-64 Battle-Of-64 Public

    Basic chess engine with Win32

    C++ 1

  3. Stochastic-Assistant Stochastic-Assistant Public

    Educational C++17 library implementing probability spaces, σ-algebras, 12 classical distributions (Bernoulli, Binomial, Poisson, Normal, Gamma, …) and joint distributions, with hand-rolled containe…

    C++ 1

  4. Cloud-Audit Cloud-Audit Public

    A data-driven research platform that statistically evaluates cloud vs. on-premise infrastructure across 48 hypotheses spanning cost, performance, reliability, security, and scalability. Uses real-w…

    Jupyter Notebook 1

  5. Probabilistic-quadrature Probabilistic-quadrature Public

    Probabilistic numerical integration framework: Bayesian Quadrature with Gaussian Process priors, classical quadrature rules, Monte Carlo methods, active sampling, and uncertainty quantification

    Jupyter Notebook 1

  6. Chimera-47 Chimera-47 Public

    Eight-class Windows malware family classifier on MAL-API-2019 — head-to-head comparison of OvO+SVM, MNLR, and a first-order Markov chain

    Jupyter Notebook