INITIALIZING ORBIT SYSTEM…
LARGE LANGUAGE MODEL OPERATIONS (LLMOps)

Nedri
Febrianto

Computer Science student at Universitas Gunadarma.

WAYPOINT 01 — ABOUT

Building With Data,
Learning Through Doing.

Computer science student with a focus on Data Science and a growing interest in LLMOps. The path ahead: cloud infrastructure, scalable systems, and whatever problem is interesting enough to spend a weekend on.

WAYPOINT 02 — STACK

Tools of the Trade

The stack behind everything ahead — languages, frameworks, and the cloud/AI infrastructure used to ship it.

PythonNext.js 15Tailwind CSSGemini API PostgreSQLCloud RunGit / GitHubGCP OllamaOpen WebUIWindows / WSL2OpenClaw
WAYPOINT 03 — PROJECT 01

Gold Intelligence Dashboard

Interactive dashboard analyzing 25 years of gold price history. ARIMA‑based 30‑day forecasting, Bollinger Bands, RSI, volatility heatmap, drawdown analysis, and an investment simulator with PostgreSQL + CSV fallback.

PythonStreamlitPlotlyARIMAPostgreSQLPandas
WAYPOINT 04 — PROJECT 02

Telco Churn Intelligence

Streamlit app predicting customer churn with single and batch CSV modes. Tree‑based ML model via Pickle, with feature importance visualization, probability scoring, and downloadable results.

PythonStreamlitScikit‑learnNumPyPandasPickle
WAYPOINT 05 — PROJECT 03

E‑Commerce Analytics Dashboard

End‑to‑end e‑commerce analysis on a Kaggle dataset. Data collection, EDA, and predictive modeling across 3 notebooks, plus a Streamlit app for exploring sales trends, segmentation, and KPIs.

PythonPandasScikit‑learnStreamlitJupyterKaggle
WAYPOINT 06 — PROJECT 04

WhatsApp AI Automation

Monorepo WhatsApp automation platform in TypeScript/Node.js. Multi‑package pnpm workspace, PM2 process management, Groq API for AI responses, and PowerShell deploy scripts.

TypeScriptNode.jspnpmGroq APIPM2WhatsApp API
WAYPOINT 07 — PROJECT 05

StudySpark AI

Built for Google's #JuaraVibeCoding. Upload a lecture PDF, get an AI summary, quiz, flashcards, ELI5, study planner, and exam mode — Gemini API with server‑side extraction on Cloud Run.

Next.js 15TypeScriptGemini APIFirebaseCloud RunDocker
WAYPOINT 08 — PROJECT 06

Self‑Hosted Multi‑Provider AI Stack

Zero‑cost local AI infra on a ThinkPad T14 under WSL2. Ollama running open‑weight models, Open WebUI as the front end, 9Router unifying OpenRouter/Gemini/OpenCode/Ollama Cloud, OpenClaw as an agent on Telegram/Discord/WhatsApp.

OllamaOpen WebUIOpenClaw9RouterWSL2SQLite
WAYPOINT 09 — PROJECT 07

LocalWave — Offline Music PWA

Next.js PWA for offline music playback, hosted on GitHub Pages. Service worker caching strategies, PWA manifest config, and basePath fixes for static export compatibility.

Next.jsPWAService WorkerGitHub PagesTypeScript
WAYPOINT 10 — PROJECT 08

HuntBoard — AI Job Application Tracker

Full‑stack job application tracker with kanban board and AI resume tailoring. Upload a PDF resume, server‑side text extraction parses it, and Groq‑powered Llama 3.3 70B scores the match against any job description with keyword gaps and actionable suggestions. Auth via NextAuth, Neon PostgreSQL with Prisma, Vercel Blob storage.

Next.js 16TypeScriptPrisma 7Neon PostgreSQLGroq APIVercel Blob
WAYPOINT 11 — PROJECT 09

Datawave — SaaS Landing Page

Marketing landing page for a fictional analytics SaaS, built as a client-facing frontend sample. Linear-inspired dark design system: semi-transparent white borders, indigo accent, Inter + JetBrains Mono, CSS-only dashboard mock with animated-feel bar chart, fully responsive. Single-file HTML/CSS with zero dependencies beyond Google Fonts.

HTML5CSS3Responsive DesignDesign SystemsGitHub Pages
WAYPOINT 12 — PROJECT 10

ConvertMate — Data File Converter

Browser-based file conversion tool for CSV, JSON, and Excel. Upload any supported file, preview parsed data in a live table, pick an output format, and download clean converted data. Multi-sheet Excel support with tab navigation. Built with Next.js 16, framer-motion animations, drag-and-drop upload, and zero backend — all processing stays client-side for privacy.

Next.js 16TypeScriptTailwind CSSFramer MotionxlsxVercel
WAYPOINT 13 — PROJECT 11

JAVA — 3D Wine Showcase

Cinematic, scroll-driven product site for a fictional winery on the slopes of Mount Bromo. A procedural 3D bottle floats in a custom GLSL water shader and rises out of it as you scroll — with GSAP ScrollTrigger choreography, a scroll-bound camera rig, per-product glass tints and backdrop shifts, and a grain-overlay editorial layout. Built with Next.js 15 and React Three Fiber.

Next.js 15React Three FiberThree.jsGLSLGSAPTailwind CSSVercel
WAYPOINT 14 — CERTIFICATE 01

Google Certificate

Issued through Google's verifier system for Nedri Febrianto. Verification code: JVC2605‑32WN‑G9FB.

GoogleCertificateVerified
WAYPOINT 15 — CERTIFICATE 02

Microsoft Elevate Training

14 hours in Data Science with Microsoft Fabric and building Gen AI apps with Microsoft Azure. Issued 03 June 2026.

MicrosoftAzureFabricGen AI
WAYPOINT 16 — CONTACT

Let's Connect

Open to collaboration, internships, and interesting problems. Reach out through any channel below.

↓ SCROLL TO ORBIT
01 / 17