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Ringkasan video panjang 2 jam di mana kita membangun arsitektur Transformer dari nol pakai PyTorch — mulai dari embedding, positional encoding, attention, sampai encoder-decoder lengkap, berdasarkan paper "Attention Is All You Need".
Hi, I'M FARIS
A Software Engineer focused on graph neural networks and AI-powered systems. These days I'm sharpening my craft by shipping intelligent applications and learning something new from every build. The goal is simple — reliable, practical technology that genuinely helps people.
Location
Jakarta, ID
Role
Software Engineer @ Roots
Education
B.Informatics, ITD Adisutjipto
Currently
GNN & network systems
> SCANNING…ID: FRS-001 // STATUS: ONLINE▮▚
Experience & Tech Stack
Frontend
Turning ideas into interactive and well-structured user interfaces.
React
Svelte
Vite
Nextjs
Backend
APIs, services and the logic that keeps everything running.
ElysiaJS
FastApi
Fiber
ExpressJS
DB
Structuring, querying and scaling data.
PostgreSQL
MySQL
Drizzle
Prisma
Milvus
MongoDB
Cloud
Deploying, hosting and shipping to production.
GCP
AWS
MangoBoost
AI/ML
Models, agents and pipelines that learn from data.
PyTorch
Tensorflow
Scikit Learn
Keras
Tools
The toolbox that keeps development fast and tidy.
Bun
Neovim
Vscode
TypeScript
My main language for web work, on both frontends and backends — types catch bugs early and keep refactors safe as an app grows.
Orchestration Sys
Containerizing services with Docker so builds stay reproducible and deployments run the same everywhere — from laptop to server.
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View allFeatured Projects
A
#Network Data Analyst
AAA & DSC Network Monitoring
Monitoring and analyzing AAA (Authentication, Authorization, Accounting) and DSC network systems to ensure performance, security, and availability at scale.
PythonData AnalysisNetwork SystemsLog Parsing
Y
#ML Engineer
YOLO Road Damage Detection
Computer vision model that detects potholes and cracks on Indonesian toll roads using YOLOv11m, trained on a custom-curated real-world dataset.
PythonPyTorchYOLOv11mComputer Vision
S
#AI Engineer
Smart Controlling School System
AI-based attendance system using face recognition integrated with CCTV for real-time student identification and automated reporting.
PythonFace RecognitionCCTV IntegrationMachine Learning
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