Terminal — vadhh@VadhOS
vadhh@VadhOS:~$
About — System Preferences
Afridho Tavadhu
AI Engineer · MLOps Specialist · Full-Stack Tinkerer
LocationSemarang, ID
EducationB.Eng Informatics — Univ. Stikubank
AlignmentChaotic Good (Open Source)
WeaponNeovim + Arch Linux
StatusSurviving 7th Semester
Philosophy
Models die in notebooks. That's the hard truth. My value isn't just knowing the math behind a Neural Network — it's knowing how to wrap it in Docker, track it with MLflow, and serve it via Next.js without it crashing under load.
I don't just build algorithms. I build products. I bridge the gap between "it works on my machine" and "it works in production."
Links
Projects — File Explorer
PulseStream — Real-Time AI Intel
◉ LIVE
Event-driven pipeline ingesting news via Redpanda, performing sentiment analysis with local Llama 3, and visualizing insights via WebSockets. Sub-25ms latency, self-healing containerized architecture.
RedpandaLlama 3RedisQdrantDocker
→ github.com/vadhh/pulsestream
VaultSearch — Privacy-First RAG
✓ DEPLOYED
Secure offline RAG system using Llama 3 + Qdrant for semantic search with zero data leaks. FastAPI backend with sliding-window chunking for sub-second retrieval.
Llama 3QdrantLangChainFastAPINext.js
→ github.com/vadhh/vaultsearch
Customer Segmentation Engine
◉ ACTIVE
K-Means clustering identifying $22.4M revenue uplift potential. End-to-end pipeline processing 500k+ transactions with interactive Streamlit dashboard.
PythonScikit-LearnStreamlitDockerPandas
→ github.com/vadhh/Capstone-Project-A25-CS286
Telco Churn MLOps Pipeline
✓ DEPLOYED
Production-ready ML pipeline with MLflow experiment tracking and GitHub Actions CI/CD. 80.5% Recall on high-risk customers, prioritizing revenue retention.
DockerMLflowGitHub ActionsScikit-Learn
→ github.com/vadhh/telco-churn-mlops
Contactless Ordering Platform
◉ ACTIVE
Full-stack QR ordering system with dual-interface (Client vs Admin). JWT security, MongoDB schemas, SSR for dynamic routing optimized for mobile.
Next.js 14TypeScriptMongoDBNextAuthTailwind
→ github.com/vadhh/contactless-ordering-platform
Retail POS Workflow System
✓ DEPLOYED
Hybrid monolith POS handling high-volume transactions. Custom Workflow Engine with state tracking and RBAC security.
Laravel 10Vue.jsMySQLState Machines
→ github.com/vadhh/laravel-vue-pos-system
Skills — Package Manager
⬡ Languages
Python
SQL
Bash
TypeScript
PHP
◈ Data & ML
Pandas
NumPy
Scikit-Learn
TensorFlow
LangChain
Matplotlib
Seaborn
⚒ Tools & DevOps
Git
Docker
MLflow
GitHub Actions
Neovim
Linux
△ Concepts
ETL Pipelines
K-Means
SVM
PCA
RAG
CI/CD
Network Security
Snake — Game
SNAKE v2.0
Arrow Keys to Move
Collect food, don't crash
Score: 0
Status: IDLE
Resume — Document Viewer