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Achievement: Pull SharkAchievement: YOLO

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patchyevolve/README.md

👨‍💻 Engineering Profile & Spectrum

engineer: Daksh Walia
handle: patchyevolve
core_domains:
  - Low-Level & OS: Kernel architecture (C & ASM), custom shells, system-level memory management
  - Distributed Backends & Microservices: Rust gRPC & HTTP gateways, service orchestration, rate limiting
  - Cyber Defense & Threat Intelligence: Co-evolutionary AI-IDS (CNN/LSTM), Zero Trust file exchange (MFA/DLP)
  - Developer Tooling & Desktop Systems: Tree-sitter codebase mapping (mapit), GNOME system telemetry visualizers
  - Daily Practice: Continuous algorithmic engineering & practical self-hosted server services

🚀 Projects Across the Stack

💻 LAYEREDOS-TRYOUT1

Layered Operating System Kernel built from bare metal using C and Assembly. Explores modular kernel layering, hardware abstraction, interrupt handling, and low-level memory mechanics.

⚙️ forge-backend-ENVIORNMENT

High-performance backend operating environment in Rust that orchestrates plugin processes, provides HTTP/gRPC API gateway routing, and manages auth, rate limiting, and lifecycle hooks.

🛡️ AI-IDS-pipeline

Co-evolutionary AI Intrusion Detection System combining CNN/LSTM neural architectures with multi-factor threat reasoning, adversarial attack simulation, and adaptive real-time network defense.

🔐 zt_SDX_

Zero Trust Secure Document Exchange platform built with end-to-end encrypted storage, adaptive risk-based access control (RBAC), data loss prevention (DLP), MFA, and tamper-evident audit logs.

🗺️ mapit

Codebase intelligence tool built with Rust and tree-sitter that scans repositories into interactive call graphs, execution traces, dependency structures, and visual simulations.

🎨 LIVEWALLIE

Reactive GNOME live wallpaper system written in Rust & TypeScript. Syncs real-time desktop visuals with live system hardware telemetry and interactive music playback.

🔥 hotnet & modelTrainSYS

High-throughput networking and model training pipelines with granular execution visibility, distributed training harness controls, and dynamic performance telemetry.

📈 codeEVERYday & ExpenseTracker

Daily implementations of data structures, algorithms, and system design patterns in TypeScript alongside practical utilities like a self-hosted homeserver expense tracker.

🛠️ Languages, Frameworks & Developer Tools

Systems & Core Languages

Languages

Frameworks, Web, Systems & Infrastructure

Tools and Platforms

📊 Real-Time GitHub Analytics

GitHub Stats Streak Stats
Top Languages Activity Graph

🏆 Achievements & Badges

GitHub Trophies

🐍 Contribution Activity Snake

Snake Animation

🤝 Connect & Inquiries

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  1. ForgeCore ForgeCore Public

    AI code-generation and modification engine using planner–critic agents, 22 safety layers, structural validation, and transactional rollback.

    Python

  2. SIM-freak SIM-freak Public

    High-performance C++20 N-body gravitational simulation engine with stellar evolution, relativistic effects, thermodynamics, and real-time OpenGL visualization.

    C++

  3. AI-IDS-pipeline AI-IDS-pipeline Public

    Co-evolutionary AI intrusion detection system combining CNN/LSTM analysis, multi-factor threat reasoning, adversarial attack simulation, adaptive learning, and real-time network defense.

    Python

  4. forge-backend-ENVIORNMENT forge-backend-ENVIORNMENT Public

    A backend operating environment that orchestrates plugin processes, provides HTTP/gRPC gateway services, and handles infrastructure concerns such as auth, routing, rate limiting, lifecycle manageme…

    Rust

  5. mapit mapit Public

    Codebase intelligence tool that maps source code into an interactive call graph, execution traces, dependency structure, and optional AI-powered analysis.

    Rust 1

  6. zt_SDX_ zt_SDX_ Public

    Zero Trust secure document exchange platform with encrypted file storage, adaptive risk-based access control, intrusion detection, DLP, MFA, and tamper-evident auditing.

    Python