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zParik/README.md
Parikshieth Harish. Systems that watch processes and pixels.

Third-year BCA at VIT Vellore. I build malware detection from process behaviour, computer vision pipelines, and the desktop tools I wanted and could not find.

parikshieth@gmail.com · LinkedIn · Portfolio

Now building

Dommel: an open cyber-physical EMT engine for inverter-dominated power grids. In progress.
ZonFormer: deep reinforcement learning for HPC batch scheduling. It tests whether published DRL gains over backfilling survive cleaned traces and honest baselines. Mostly, they do not. In progress.

Published

PaleGuard: a 3D-CNN over process behaviour as a spatio-temporal volume. 88% detection on malware families unseen in training. Published in Scientific Reports, 2026.

PaleGuard in Scientific Reports, 2026: doi:10.1038/s41598-026-65582-6 · code. The full capstone system goes further: a Flutter client captures packets through Npcap over Dart FFI, streams them over gRPC to a FastAPI server, renders each 512-packet window as a 256×256 traffic image, and flags anomalous network traffic with a convolutional memory-augmented autoencoder. Solo design, implementation, and evaluation.

Also shipped

Qyra · Tauri, React, TypeScript, Rust
Free, offline PDF toolkit for Windows and Linux. I patched the Wayland edge cases so the AppImage runs correctly on Arch and Hyprland.

ARCHON · TypeScript, Node, React
Anonymous distributed messaging over a Tor-style relay graph, with crypto keycard authentication and no account data. The operator cannot surveil its own users.

CV-Project · Python
Indoor navigation assist. Fuses object detection with depth and scene cues to guide a person through unfamiliar interiors.

NotBigBrother · JavaScript
Activity monitoring that keeps behaviour data on your machine.

Compressor · HTML, JavaScript
File compression in the browser tab. No upload, no server.

Earlier work and hackathons

congenial-octo-giggle was my first computer vision build, a sign language interpreter. It led to CV-Project and PaleGuard. EcresWeb is a Django e-commerce exercise with the cleanest CRUD layer I have written.

Hackathons: CodeCultivators at Agrithon · CodeCultivators at CommHackathon · Devjams

Tools

Tools as a switch matrix: 43 tools across 12 projects, with a lit port wherever a project uses a tool, based on a scan of 51 repositories. Full list below.
Tools as text

Languages: C++, C, Python, Rust, TypeScript, Dart, Lua
ML and vision: PyTorch, TensorFlow, scikit-learn, Stable-Baselines3, OpenCV, YOLOv8, MediaPipe, NumPy
Data: PostgreSQL, InfluxDB, MongoDB, SQLite, Redis, Supabase
App and web: Tauri, Flutter, React, Next.js, Node.js, FastAPI, Flask, Django, Tailwind, Vite
Networking and security: Npcap, gRPC, Protobuf, AES-GCM, blind RSA signatures
OS and build: Docker, CMake, Bash, PowerShell, Arch Linux, Hyprland, Windows

Telemetry

GitHub contributions over the last 24 months, as a running total line over monthly bars. Refreshed weekly.
Top eight languages by share of code in repositories pushed in the last 12 months. Refreshed weekly.
Contact: parikshieth@gmail.com, LinkedIn in/parikshieth-harish, and a QR code that opens the portfolio.

Popular repositories Loading

  1. Qyra Qyra Public

    The free, open-source PDF Swiss Army Knife, merge, split, compress, edit and more. Offline-first, privacy-focused. Built with Tauri, React & Rust.

    TypeScript 5 1

  2. NotBigBrother NotBigBrother Public

    JavaScript 3

  3. CSI-QuizWebsite CSI-QuizWebsite Public archive

    JavaScript 1

  4. Compressor Compressor Public

    HTML 1

  5. Devjams Devjams Public

    JavaScript 2

  6. refactored-fortnight refactored-fortnight Public

    JavaScript