Daniswara Apriliano
Active Student · Developer & Researcher

Daniswara
Apriliano.

Specialize in bridging **Advanced AI/ML Engineering** with robust **Cybersecurity**, building autonomous intelligence and secure digital infrastructures.

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Featured Project

LedgerAI Dashboard

AI-powered financial management with cashflow forecasting (Linear Regression), anomaly detection (Isolation Forest), and real-time budget analytics across a three-tier architecture.

Next.js 15C# ASP.NETPython FastAPIMachine LearningDockerPostgreSQL
Source Code

I design and build full-stack applications, AI-powered platforms, and automated systems that solve real-world problems with elegant engineering.

Experience.

Explore the details and achievements of each professional milestone.

Pelatih Taekwondo
4 Tahun (2019 - Present)

Pelatih Taekwondo

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2 Tahun (2023 - 2024)

Manager Pertandingan Taekwondo

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UKM Taekwondo - Divisi Perlengkapan
3 Tahun (2022 - Present)

UKM Taekwondo - Divisi Perlengkapan

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Crafted Excellence

Featured Work.

A curated selection of my technical projects and software engineering highlights.

Kejuaraan Taekwondo Platform

Kejuaraan Taekwondo Platform

Platform web performa tinggi yang dirancang untuk mendigitalisasi seluruh ekosistem kejuaraan Taekwondo Rizzon. Menggunakan arsitektur "Serverless Frontend + Spreadsheet Backend" dengan Next.js 15 dan Google Apps Script untuk menekan biaya infrastruktur hingga nol. Sistem ini mengintegrasikan pendaftaran atlet yang mulus dengan Dashboard Admin super aman (JWT Auth), fitur real-time data visualization via Recharts, serta fungsionalitas ekspor data otomatis (CSV/XLSX) untuk efisiensi birokrasi panitia kejuaraan. link Github = https://github.com/qinleeyan/Kejuaraan

Next.js 15React 19Tailwind CSS v4+4

Waste-Detect AI

Sistem Computer Vision berbasis YOLOv8 yang revolusioner untuk klasifikasi material sampah secara otomatis. Terlatih dengan dataset masif sebanyak 14.000+ gambar untuk mendeteksi 6 kategori material (Kertas, Plastik, Makanan, Kain, Sayuran, dan Tisu) dengan akurasi tinggi. Platform ini mencakup pipeline end-to-end mulai dari Auto-Annotation, model training, hingga optimasi inferensi untuk perangkat berfitur terbatas (Low-end GPU), menjadikannya solusi cerdas yang scalable untuk manajemen limbah berkelanjutan. link Github = https://github.com/qinleeyan/waste-detect

PythonYOLOv8OpenCV

BPKDoc-Ops

Full-stack AI platform dengan interface ala ChatGPT yang dirancang khusus untuk riset dokumen hukum Indonesia (UU, Peraturan BPK, dll). Menggunakan algoritma NLP (rank_bm25) untuk pencarian semantik tingkat tinggi ke lebih dari 100+ dokumen hukum secara instan. Fitur mencakup Dashboard Interaktif, File Preview Modal, serta Direct Download system yang terintegrasi dengan Google Drive. Link Github = https://github.com/qinleeyan/BPKDoc-Ops.git

Next.js 14React 18Python+5
LedgerAI (Dashboard Keuangan)

LedgerAI (Dashboard Keuangan)

Sistem analitik keuangan cerdas kelas enterprise yang menjembatani kemudahan input Google Sheets dengan arsitektur sistem yang robust. Dashboard ini menyajikan metrik finansial krusial seperti real-time Cash Runway dan Burn Rate. Keunggulan utamanya adalah "Smart Assistant" berbasis Machine Learning (Isolation Forest) yang mampu mendeteksi anomali pengeluaran mencurigakan secara otomatis. Dirancang dengan standar keamanan tinggi menggunakan Proxy Backend (C# ASP.NET) serta strategi caching untuk menjaga integritas data keuangan perusahaan. link github = https://github.com/qinleeyan/Management_Finance.git

Next.jsC# ASP.NET CorePython+5

My Arsenal

Leadership
Coaching
Mentorship
Management
Web Development
Data
Financial Analysis
Logistics
Team Leadership
Operational Planning
Next.js 15
React 19
Tailwind CSS v4
Google Apps Script
JWT
Lucide React
Recharts
Python
YOLOv8
OpenCV
Next.js 14
React 18
FastAPI
Tailwind CSS
rank_bm25
Pydantic
TypeScript
Next.js
C# ASP.NET Core
Machine Learning
Isolation Forest
Google Sheets API
Leadership
Coaching
Mentorship
Management
Web Development
Data
Financial Analysis
Logistics
Team Leadership
Operational Planning
Next.js 15
React 19
Tailwind CSS v4
Google Apps Script
JWT
Lucide React
Recharts
Python
YOLOv8
OpenCV
Next.js 14
React 18
FastAPI
Tailwind CSS
rank_bm25
Pydantic
TypeScript
Next.js
C# ASP.NET Core
Machine Learning
Isolation Forest
Google Sheets API
Leadership
Coaching
Mentorship
Management
Web Development
Data
Financial Analysis
Logistics
Team Leadership
Operational Planning
Next.js 15
React 19
Tailwind CSS v4
Google Apps Script
JWT
Lucide React
Recharts
Python
YOLOv8
OpenCV
Next.js 14
React 18
FastAPI
Tailwind CSS
rank_bm25
Pydantic
TypeScript
Next.js
C# ASP.NET Core
Machine Learning
Isolation Forest
Google Sheets API
Google Sheets API
Isolation Forest
Machine Learning
C# ASP.NET Core
Next.js
TypeScript
Pydantic
rank_bm25
Tailwind CSS
FastAPI
React 18
Next.js 14
OpenCV
YOLOv8
Python
Recharts
Lucide React
JWT
Google Apps Script
Tailwind CSS v4
React 19
Next.js 15
Operational Planning
Team Leadership
Logistics
Financial Analysis
Data
Web Development
Management
Mentorship
Coaching
Leadership
Google Sheets API
Isolation Forest
Machine Learning
C# ASP.NET Core
Next.js
TypeScript
Pydantic
rank_bm25
Tailwind CSS
FastAPI
React 18
Next.js 14
OpenCV
YOLOv8
Python
Recharts
Lucide React
JWT
Google Apps Script
Tailwind CSS v4
React 19
Next.js 15
Operational Planning
Team Leadership
Logistics
Financial Analysis
Data
Web Development
Management
Mentorship
Coaching
Leadership
Google Sheets API
Isolation Forest
Machine Learning
C# ASP.NET Core
Next.js
TypeScript
Pydantic
rank_bm25
Tailwind CSS
FastAPI
React 18
Next.js 14
OpenCV
YOLOv8
Python
Recharts
Lucide React
JWT
Google Apps Script
Tailwind CSS v4
React 19
Next.js 15
Operational Planning
Team Leadership
Logistics
Financial Analysis
Data
Web Development
Management
Mentorship
Coaching
Leadership