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padil

_

"game developers are the most cracked developers"

ABOUT.EXE

padil. i write code and i write about it here.

the long game is game development -- not casual, not hobbyist. the kind where you write shaders from scratch, understand how memory actually works, and reach for CUDA because a library hides too much. efficient code at every level: network, block, low-level. the craft matters more than the output.

this site holds both: things i've built and things i think. code, games, systems, ideas. if something is interesting enough to understand, it's interesting enough to write about.

╔══════════════╗ ║ padil.exe ║ ║ ║ ║ ▓▓▓▓▓▓▓▓▓ ║ ║ ▓ o o ▓ ║ ║ ▓ v ▓ ║ ║ ▓ c--c ▓ ║ ║ ▓▓▓▓▓▓▓▓▓ ║ ║ ║ ║ CLASS: DEV ║ ║ LVL: ???? ║ ║ HP: ####. ║ ║ MP: ###### ║ ╚══════════════╝

LEARNING.NOW

CUDA Programming Guide docs.nvidia.com/cuda

parallel computing on GPU. writing kernels by hand. understanding memory hierarchy, thread blocks, warps. the kind of code that actually matters when speed is the constraint.

5%  --  just getting started

SKILL_TREE.DAT

// LANGUAGES
Python
PRIMARY
TypeScript
STRONG
C / C++
STRONG
SQL
SOLID
JavaScript
SOLID
Kotlin
FAMILIAR
// FRAMEWORKS
React
SOLID
Flask
STRONG
FastAPI
STRONG
Laravel
FAMILIAR
Next.js
FAMILIAR
// ML / AI
PyTorch
STRONG
LangChain
STRONG
vLLM / SGLang
STRONG
RAG Systems
EXPERT
HuggingFace
STRONG
Unsloth
SOLID
RAGAS
SOLID
Milvus
SOLID
// INFRA + TOOLS
Docker
STRONG
Linux
STRONG
Git
STRONG
CUDA
LEARNING
RabbitMQ
FAMILIAR
Grafana
FAMILIAR
Triton
LEARNING
Figma
FAMILIAR

LOG.TXT

this is where i write. how things work, why things break, what it feels like to build something from scratch. game dev notes, low-level experiments, things i find worth understanding.

-- on writing CUDA kernels for the first time [ soon ]
-- why game developers are the most cracked developers [ soon ]
-- RAG is not magic -- what it actually does [ soon ]

PROJECTS.LOG

Ln{Fusion}

Lndata · 2025

Enterprise data governance platform. Collects and unifies data from ERP, CRM, POS, MES. Low-code DataOps with automated pipelines, access controls, and cloud-native architecture. Used across manufacturing, retail, and finance.

lndata.com/fusion Cloud-native DataOps Low-code

Ln{360}

Lndata · 2025

Customer data growth engine combining DMP and CDP. Pulls first, second, and third-party data from CRM, LINE OA, ads, and transactions. ML-powered segmentation and recommendations. 42% cart improvement in production.

lndata.com/360 DMP + CDP ML APIs / SDKs

UT Taiwan

Personal · 2026

E-commerce platform for Indonesian distance-learning students in Taiwan. Browse and order Universitas Terbuka course modules by program and semester. Inventory syncs daily with the official TBO Karunika distributor. 38 study programs.

ut-taiwan.com E-commerce Web

AI Data Platform

Lndata · 2025 - 2026

End-to-end AI data transformation: document parsing, keyword extraction, graph relation mapping, query builder, dynamic model selection. Improved chatbot retrieval accuracy by 35%.

Python LangChain RAG GraphDB

RAG Pipeline

research internship · 2023 - 2024

Advanced RAG system using HyDe, GraphRAG, ReAct, and reranking. Flask backend and Next.js frontend, containerized with Docker.

Flask Next.js HyDe GraphRAG

AUV Biofoul Detection

Banyubramanta · 2021 - 2023

YOLOv5-based biofouling detection for deep-sea cages. Microcontroller algorithms and robotic movement pattern research. Team qualified for PIMNAS 35 national research competition.

C++ YOLOv5 Python Embedded

Election Platform

university directorate · 2023

Laravel-based election platform handling 8,000+ concurrent votes for a Chancellor Election. Nginx reverse proxy, containerized deployment.

Laravel PHP Docker Nginx

8-Puzzle Solver

2023

Classic AI search problem in Python. BFS, DFS, and A* with heuristic comparison. Clean state-space exploration, readable implementation.

Python AI / Search open source

3D Scene (Three.js)

2023

Interactive 3D scene with Three.js and Vue. Final project for computer graphics. Real-time rendering, lighting, camera control -- an early look at game-like environments.

Three.js Vue WebGL

TIMELINE.TXT

Jun 2025 - Mar 2026
Software & AI Engineer
Lndata · Taipei, TW
Built and deployed an AI data transformation platform. Enhanced RAG chunking pipelines, improving retrieval accuracy by 35%. Developed generative components for summarization, QA, and data synthesis.
Sep 2024 - present
LLM Researcher
research lab · Taipei, TW
Evaluated 10+ LLMs, SLMs, embedding, TTS, and STT systems via vLLM. Fine-tuned models with Unsloth: -39% memory, -57% latency (RAGAS). Lead researcher on Lab Knowledge Container. Directed 40+ member lab.
Sep 2024 - Jul 2026 (expected)
MBA · Industrial Management
graduate school · Taiwan
Knowledge management, distributed systems, business strategy meets AI/ML engineering.
Oct 2023 - Aug 2024
Research Intern · SWE & LLMOps
research lab · Taipei, TW
Advanced RAG and prompt engineering pipeline. HyDe, GraphRAG, ReAct, reranking. Automated weather dataset collection for BEMS via Grafana and InfluxDB.
Jul 2023 - Dec 2023
PHP Web Developer
university directorate · Surabaya, ID
Laravel election platform handling 8,000+ concurrent votes for a Chancellor Election. Containerized with Docker, Nginx reverse proxy scaling.
Jun 2021 - Dec 2023
Microcontroller & AI Engineer
Banyubramanta AUV Robotics · Surabaya, ID
YOLOv5 biofoul detection for sea cages. Robotic movement pattern research. PIMNAS 35 qualifier. Mentored junior engineers on microcontroller algorithms.
Aug 2020 - Aug 2024
Bachelor of Computer Science
Surabaya, ID
Core studies in CS, AI, embedded systems. Active in the AUV Robotics Research Team.