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Portfolio

Featured Projects & Case Studies

A curated collection of projects in Machine Learning, Deep Learning, Data Analytics, and AI engineering.

NilaFresh
Computer Vision★ Featured

NilaFresh

A CNN-based freshness classification system for Nile tilapia, integrated with the DeepSeek API, achieving 99% accuracy.

99% classification accuracy
PythonCNNDeepSeek APIRender+1
OldMarket
AI Application★ Featured

OldMarket

A full-stack e-commerce platform with an AI-powered product recommendation system for second-hand jackets.

ReactTypeScriptNode.jsPrisma+2
Histotalk
AI Application / NLP★ Featured

Histotalk

An interactive AI-powered historical education simulation using RAG and Gemini 2.0 Flash.

Gemini 2.0 FlashFAISSRAGTensorFlow.js
Computer Vision

Palm Vein Biometric Authentication System

A biometric authentication system based on palm vein patterns, using Gabor Filters and VGG19.

99% accuracy, 0.0053 EER
PythonGabor FilterVGG19Deep Learning
Web Development

E-Persediaan (Komdigi Inventory System)

A web-based inventory management application for digitalizing logistics with multi-role access control.

Manages 50+ inventory items across multiple divisions
PHPLaravelMVCMySQL
Machine Learning / Medical AI

OvarAI

An AI web application classifying 5 ovarian conditions from ultrasound images using a Dual-Branch CNN.

96.7% classification accuracy
PythonDual-Branch CNNGLCMStreamlit