KODAWARI — SIMPLE ATTENTION TO DETAIL

Thoriq Najmu

Mobile Developer & Web3 Explorer

Building seamless mobile experiences with Flutter and exploring the future of decentralized protocols.

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紹介
Identity
About
Software Engineer dedicated to architecting seamless digital experiences through innovative mobile and web development. Specialized expertise in the Flutter ecosystem and Modern Web Stacks.
4+
Years Exp
12+
Projects
ID
Based
経験
Journey & Milestones
Engineering Timeline
Undergraduate Thesis & AI Security
2025 — Present
Solana Research
Modeling malicious liquidity patterns (rug-pull detection) across 100,000+ Solana DEX pools using XGBoost and Explainable AI (SHAP TreeExplainer).
XGBoostSHAPSolanaPythonOn-Chain
DeFi Architecture & Protocol Systems
2024 — Present
Kenzan Finance
Architected luxury-minimalist financial dashboard and high-precision yield tracking interface for Solana DeFi ecosystem.
SolanaRustNext.jsTypeScriptTailwind
Mobile Architecture Engineer
2024 — 2025
Pondasi Foundation / APII
Engineered cross-platform mobile reporting systems for early childhood development with Flutter, Firebase, and offline-first state synchronization.
FlutterFirebaseState MgmtDartAndroid/iOS
Autonomous Risk Intelligence Hub
2024
BlockSage Network
Built autonomous risk evaluation interfaces, insider wallet tracking algorithms, and gamified education points pipeline for Solana/EVM.
Web3.jsEVMRustNext.js
Core Maintainer & Open Source Systems
2023 — Present
XENØR Project & GitHub OSS
Authoring performant React/Next.js component architectures, Framer Motion micro-interaction toolkits, and open-source utility modules.
TypeScriptFramer MotionReactDesign Systems
B.S. in Computer Science
2021 — 2025
Xenor Works
Specialized in Distributed Systems, Artificial Intelligence, and Mobile Software Engineering. Thesis defense ready with high-impact Web3 security focus.
AlgorithmsDistributed SystemsNetworksMachine Learning
Technical Mentor (Mobile & Algorithms)
2023 — 2024
Developer Student Circles
Mentored student developers in Dart fundamentals, Flutter clean state management patterns, and algorithmic problem solving.
MentorshipFlutterData Structures
領域
Architectural Focus
Engineering Domains
3 Core Disciplines
Cross-Platform Architecture
Mobile Engineering
Protocol Execution & DeFi
Web3 & Deterministic Systems
On-Chain Anomaly & XAI
Applied Machine Learning
Focus Area
Building fluid, cross-platform applications with complex state management, responsive micro-interactions, and offline-first persistence.
FlutterDartAndroid SDKiOSState Management
作品
Project Spotlight
Featured Work
Luxury-Minimalist Wealth Dashboard
Kenzan Finance
A luxury-minimalist financial dashboard built with Laravel 12, React, and Framer Motion for high-precision wealth tracking.
Laravel 12ReactTypeScriptTailwind
View Project
開源
Open Source
Featured Repositories
6 Repositories
01rique-portofolio(xvrique / rique-portofolio)
0
A high-fidelity, monochromatic personal portfolio built with Next.js 15 and TypeScript. Architecturally designed with a Bento Grid aesthetic and the Kodawari philosophy (こだわりの追求)
TypeScript
View Source
02flutter-teacher-reporting-system(xvrique / flutter-teacher-reporting-system)
2
03blocksage-project(xvrique / blocksage-project)
0
04v2-vrindachain(xvrique / v2-vrindachain)
0
05kusanagi-no-tsurugi(xvrique / kusanagi-no-tsurugi)
0
06daltroll-meme(xvrique / daltroll-meme)
0
技術
Stack & Ecosystem
Core Technologies
10 Technologies
Flutter
Next.js
TypeScript
Rust
PostgreSQL
Firebase
React Native
Solana
Node.js
Tailwind CSS
Flutter
Next.js
TypeScript
Rust
PostgreSQL
Firebase
React Native
Solana
Node.js
Tailwind CSS
Flutter
Next.js
TypeScript
Rust
PostgreSQL
Firebase
React Native
Solana
Node.js
Tailwind CSS
Flutter
Next.js
TypeScript
Rust
PostgreSQL
Firebase
React Native
Solana
Node.js
Tailwind CSS
事例
Case Study / Reporting
Pondasi Foundation
Reporting Ecosystem
Engineered a comprehensive mobile reporting application for early childhood development using Flutter and Firebase.
性能
Performance Audit
Lighthouse Verification
100% Score
98
PerformanceCore Web Vitals
100
AccessibilityWCAG AAA
100
Best PracticesModern Standards
100
SEOSearch Indexed
Undergraduate Research & Thesis
Thesis Defense Ready
2025 — 2026
Detecting Malicious Liquidity Removal on Solana using XGBoost and SHAP
Research Title"Modeling Suspicious Transaction Patterns on the Solana Network Using XGBoost and SHAP Algorithms Based on On-Chain Features"
An empirical study modeling high-frequency token liquidity behaviors and fraudulent drain patterns (rug pulls) across decentralized exchanges. By combining gradient boosting with Shapley value attributions, this research delivers transparent, human-auditable risk scoring for DeFi protocols.
Target: Solana DEX Pools
•
Classifier: XGBoost & LightGBM
•
Interpretability: SHAP (TreeExplainer)
Threat Landscape
Rug Pull Epidemic
Rapid liquidity drain on newly deployed token pools, often within hours of creation.
Sample Pools100,000+
Pool Lifespan< 6 Hours
Suspicious Rate~78.4%
Model Accuracy94.8% F1
Data Engineering
Pipeline & Feature Extraction
Extracted high-granularity transaction logs directly from Solana RPC nodes and processed time-series liquidity features.
Raw Data
Bitquery / RPC Nodes
Processing
Python, Pandas
Key Features Engineered
LP Token Burn RateCreator Token %Mint Authority RevokedInitial Liquidity USD
Explainable AI
SHAP Interpretability
Demystifying the "black box" of gradient boosting. SHAP values reveal exactly which on-chain behaviors contribute to a pool's risk score.
LP_Burn_PercentageLow Risk
Creator_Holding_RatioHigh Risk
精神
Principles & Core Value
Philosophy
Driven by the concept of Kodawari, an uncompromising pursuit of perfection. I believe software is a craft, where invisible details define the soul of the product.
Get in Touch
Let's build something exceptional together.
Have a project in mind or want to discuss engineering and architecture? Feel free to reach out directly.
Your Name
Your Message
接続
AvailabilityAvailable
Open for New Challenges
Currently considering select engineering roles, contract work, and technical advisory in Mobile & Web3.
Direct Emailthoriqnajmut@gmail.com
時空
Location & Time
BaseBandung, IndonesiaWestern Indonesia Time (UTC+7)
Local Time
12:00:00
Remote / Worldwide Collaboration

Thoriq Najmu

Mobile Developer & Web3 Explorer

About

Engineering Timeline

Undergraduate Thesis & AI Security

DeFi Architecture & Protocol Systems

Mobile Architecture Engineer

Autonomous Risk Intelligence Hub

Core Maintainer & Open Source Systems

B.S. in Computer Science

Technical Mentor (Mobile & Algorithms)

Engineering Domains

Mobile Engineering

Web3 & Deterministic Systems

Applied Machine Learning

Featured Work

Kenzan Finance

Featured Repositories

Core Technologies

Pondasi Foundation Reporting Ecosystem

Lighthouse Verification

Detecting Malicious Liquidity Removal on Solana using XGBoost and SHAP

Rug Pull Epidemic

Pipeline & Feature Extraction

SHAP Interpretability

Philosophy

Let's build something exceptional together.

Open for New Challenges

Pondasi Foundation
Reporting Ecosystem