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$ whoami
ROLE AI Engineer & MLOps Specialist
STACK Full-Stack Tinkerer
LOC Semarang, Indonesia
EDU B.Eng Informatics — Univ. Stikubank
STACK Full-Stack Tinkerer
LOC Semarang, Indonesia
EDU B.Eng Informatics — Univ. Stikubank
"Models die in notebooks. I build products.
I bridge the gap between 'it works on my machine' and 'it works in production.'"
I bridge the gap between 'it works on my machine' and 'it works in production.'"
WEAPON: Neovim + Arch Linux │ ALIGNMENT: Chaotic Good (Open Source)
~/README.md
Building bridges between high-performance Machine Learning models and robust, production-grade Full Stack architectures.
NameAfridho Tattaq Tavadhu
Aliasvadhh
LocationSemarang, Indonesia
EducationB.Eng Informatics — Univ. Stikubank (Exp. Sep 2026)
WeaponNeovim on Arch Linux
AlignmentChaotic Good (Open Source)
Philosophy
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.
skills.log
⬡ Languages
PythonSQLBashTypeScriptPHP◈ Data & ML
PandasNumPyScikit-LearnTensorFlowLangChainMatplotlibSeaborn⚒ Tools & DevOps
GitDockerMLflowGitHub ActionsNeovimLinux△ Concepts
ETL PipelinesK-MeansSVMPCARAGCI/CDNetwork Securityprojects.yml
PulseStreamLIVE
Event-driven pipeline ingesting news via Redpanda, sentiment analysis with Llama 3. Sub-25ms latency.
RedpandaLlama 3RedisQdrantDocker
→ github.com/vadhh/pulsestream
VaultSearchDEPLOYED
Offline RAG system using Llama 3 + Qdrant. Zero data leaks. Sub-second retrieval.
Llama 3QdrantLangChainFastAPINext.js
→ github.com/vadhh/vaultsearch
Customer SegmentationACTIVE
K-Means clustering identifying $22.4M revenue uplift. 500k+ transactions processed.
PythonScikit-LearnStreamlitDocker
→ github.com/vadhh/Capstone-Project-A25-CS286
Telco Churn MLOpsDEPLOYED
Production ML pipeline with MLflow tracking. 80.5% Recall on high-risk customers.
DockerMLflowGH ActionsScikit-Learn
→ github.com/vadhh/telco-churn-mlops
Contactless OrderingACTIVE
Full-stack QR ordering with dual-interface. JWT security, MongoDB, SSR.
Next.js 14TypeScriptMongoDBNextAuth
→ github.com/vadhh/contactless-ordering-platform
Retail POS SystemDEPLOYED
Hybrid monolith POS with custom Workflow Engine, RBAC security.
Laravel 10Vue.jsMySQLState Machines
→ github.com/vadhh/laravel-vue-pos-system
vadhh@VadhOS:~$
SNAKE v2.0
Arrow Keys / WASD to Move
Collect food, don't crash
Score: 0 │ IDLE