• 🎓 Studying Integrated M.Sc. Computer Science at Pondicherry University.
• 💻 Interested in full-stack development, DevOps, applied AI, cybersecurity, and open source.
• 🐧 Enjoy experimenting with Linux, Wayland desktop environments, self-hosting, and automation.
• 🎨 Love combining thoughtful UI/UX design with working backend systems.
• 🛠️ Prefer learning by building projects, testing ideas, and shipping usable prototypes.

Also exploring: Hugging Face Transformers, MongoDB, Nginx, and production-grade NLP / threat-intelligence pipelines.

My repositories span production-facing apps, hackathon prototypes, personal tooling, and ongoing experiments. Features marked as planned in an individual project README aren't necessarily implemented yet.

A full-stack hackathon prototype for exploring coordinated online behavior and threat-intelligence workflows.

• React operator dashboard backed by an Express REST API.
• Synthetic multilingual social-media feed with search, risk filters, and threat scoring.
• D3.js network graph showing suspicious clusters and coordinated activity.
• SHA-256 evidence hashing, verification endpoint, and exportable JSON reports.
• Request validation, rate limiting, security headers, and centralized error handling.

Stack: React · Vite · JavaScript · Express · D3.js · Node.js

The public prototype runs on synthetic data and uses a simulated evidence ledger; real social-media ingestion and a Hyperledger-backed ledger are future architecture goals.

A full-stack geospatial analytics prototype for the Puducherry Police Hackathon 2026, using entirely synthetic incident data.

• Manage, filter, and import fictional incidents with CSV/JSON review, validation, and duplicate checks.
• Explore incidents on an interactive Leaflet map with markers, heatmaps, grid comparisons, and simulated operations overlays.
• Visualize trends in analytics dashboards, plan prevention actions, and review before/after incident counts without implying causation.
• Enforce role-based access for Viewer, Analyst, Officer, and Admin accounts; export presentation-ready PDF reports.
• Deploy React + FastAPI together on Google Cloud Run, backed by persistent Cloud SQL PostgreSQL, with Secret Manager, Docker, and GitHub Actions checks.

Stack: React · Vite · Leaflet · FastAPI · Python · SQLAlchemy · PostgreSQL · Docker · Google Cloud Run · Cloud SQL · GitHub Actions

🚀 Open the deployed demo · Deployment architecture & setup

Hackathon proof of concept with fictional data and access-controlled features; not an operational police platform.

A GitHub portfolio reviewer that combines a transparent scoring rubric with optional AI-generated feedback.

• Reviews public profile and repository information through the GitHub REST API.
• Highlights documentation, discoverability, and project-presentation issues.
• Provides a Glow-Up Plan, README Doctor, and editable Fix-It Studio drafts.
• Tracks before-and-after improvements locally in the browser.
• Includes automated tests and GitHub Actions workflows.
• Features a Vista / Frutiger Aero-inspired interface.

Stack: Node.js · JavaScript · HTML · CSS · GitHub REST API · Gemini API · GitHub Actions · Google Cloud Run

🚀 Try the live app

A location-aware project for discovering and comparing public spaces by their sound environment.

• Venue discovery with quietness ratings and sound reports.
• Audio analysis using FFmpeg-based loudness detection.
• Time-of-day noise insights and a sound-level display.
• User accounts, email-based authentication, and admin tools.
• Backend routes and PostgreSQL-based data handling.

Stack: JavaScript · HTML · CSS · Node.js · Express · PostgreSQL · FFmpeg

A customizable browser-based music player with desktop-player-inspired features.

• Folder-oriented music library and playlist creation.
• Five-band equalizer and audio visualizer.
• Light/dark themes and responsive layouts.
• Basic service worker support.

Stack: HTML · CSS · JavaScript · Web Audio API

A colorful, configurable Wayland / Niri desktop setup with an interactive terminal installer.

• Switchable Lemon, Lime, and Blue theme flavors.
• Symlink-managed dotfiles and automatic backups.
• Dry-run installation mode and configurable components.
• Niri, Noctalia, Alacritty, Fuzzel, Fastfetch, and Zsh integration.

Stack: Bash · Linux · Niri · Wayland · Zsh

A portable Docker Compose setup for a self-hosted media environment.

Includes Jellyfin, Sonarr, Radarr, Prowlarr, Bazarr, qBittorrent, and Tailscale for streaming, media organization, and remote access.

Stack: Docker · Docker Compose · Linux · Tailscale

Contributed to a real-time anonymous campus chat application in the Shwetha-Fork branch of a collaborative repository.

• Fixed Socket.IO matchmaking and message-display issues, including private partner notifications and sender identification.
• Improved matching consistency by normalizing gender, intent, and preference inputs.
• Built a university-email OTP onboarding flow using Nodemailer / Mailtrap and an in-page verification UI.
• Addressed disconnect-handler errors to improve chat-server stability.

Stack: JavaScript · Node.js · Express · Socket.IO · Nodemailer

View my contribution branch

Private repository — accessible only to authorized collaborators.

• GitHub: @aeroslayys