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πŸ‘¨β€πŸ’» 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

πŸš€ Projects Across the Stack

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.

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.

πŸ›‘οΈ 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.

πŸ” 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.

πŸ—ΊοΈ 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.

πŸ”₯ hotnet & modelTrainSYS

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

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


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