Skip to content
View UniverseScripts's full-sized avatar
4 followers · 3 following

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLO

Block or report UniverseScripts

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
UniverseScripts/README.md
Typing SVG

Workspace Vercel Gumroad

GitHub Stats Top Languages

── Operational Technology Matrix

Tech Stack

── Enterprise Systems Architecture

System: Enterprise Edge Cluster (South-East Asia)
Status reflects automated telemetry synchronization on Kubernetes edge node via synchronized Prometheus metrics

Public Routing Matrix (B2B Latency)

A globally routable, zero-trust edge inference node engineered to serve B2B payloads without hyperscaler cloud billing.

Routing to: LLMOps

Router

── Production-Grade Projects

Tier 1 — High-Stakes Systems Engineering

🩺 Pulsemind
CNN-First Inference Pipeline
Guardrail Latency: <120ms

Critical-care telemetry processor running PyTorch CNN models on edge nodes, conditionally gating high-cost vLLM endpoints. 		🌩️ Weatherise
Circuit-Breaker Consensus Pipeline
Stream SLA p99: <2000ms

Low-latency meteorological ingestion combining 6 REST targets with NVIDIA Earth-2 surrogates and Qdrant RAG.

Pulsemind

Weatherise

Tier 2 — Decoupled Patterns & Infrastructure

🧠 Develarper
LLMOps Workload Router
SLM Accuracy: 94.5%

Intent-classified hybrid router that dynamically splits workloads between local SLMs and cloud LLMs with AST validation. 		⚡ Roomie
Real-Time Coordination Layer
Vector Match Latency: <12ms

Python FastAPI gateway with in-memory WebSocket orchestration and custom cosine similarity matching.

Develarper

Roomie

── Institutional Verification Grid

Verification Registry Token Issuing Node Timestamp Status
UTS Dean's List 2026 University of Technology Sydney 2026-07-09 [VERIFIED]
Top 10 Finalist NVIDIA's Vietnam AI Open Hackathon 2026-06-09 [VERIFIED]
Next.js App Router Fundamentals Vercel 2026-02-20 [VERIFIED]
Generative AI with LLMs DeepLearning.AI / AWS 2026-01-02 [VERIFIED]
Top 30 Finalist Award Google Hackathon 2026-01-01 [VERIFIED]
AWS Cloud Practitioner Essentials Amazon Web Services 2025-12-03 [VERIFIED]

── Production Boilerplates & Assets

── Telemetry & Documentation

  • [LinkedIn] - Professional network and enterprise opportunity pipeline.
  • [X] - Real-time technical commentary, architectural transitions, and system telemetry.
  • [YouTube Shorts / TikTok / Instagram] - Condensed technical broadcasts and visual documentation of the DevOps lifecycle.

Pinned Loading

  1. nextjs-marketplace-free nextjs-marketplace-free Public

    This is the Open Source UI version of the **Marketplace Starter Kit**.

    TypeScript 1

  2. llmops llmops Public

    A globally routed, zero-cost edge inference node for quantized LLMs. Bypasses hyperscaler GPU costs utilizing Docker, FastAPI threadpools, in-memory rate limiting, and Cloudflare Zero Trust tunnels.

    Python

  3. local-rag-api local-rag-api Public

    An enterprise-grade, Dockerized RAG (Retrieval-Augmented Generation) API boilerplate. Engineered for immediate deployment in production environments, this backend solution provides the foundational…

    Python

  4. develarper develarper Public

    Python 2

  5. pulsemind-ai pulsemind-ai Public

    Forked from 70kg-bug/bki

    Jupyter Notebook

  6. weatherise-ai weatherise-ai Public

    Forked from khanhtuongnakitomo/WeatherRise-2026

    Python 1