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positioning note

This page is a curated selection of projects I want to highlight in more detail. It is not a complete list of everything I have built. If you want to browse the broader archive of code, experiments, and older work, review my github repositories. This keeps the website focused while still giving access to the wider code history.

35 selected projects
May 2026/Fullstack/professional
HybridWeb Appcase study

AR WebAR Product Marketing→

AR-first WebAR campaign experience with product-specific scan targets and route-based conversion flow for Apple-themed digital marketing demos.

ReactTypeScriptViteMindARThree.jsTailwind CSS
May 2026/AI/ML/professional
HybridBackend APIcase study

EduAccess Agent ID→

FastAPI-based AI agent that turns fragmented scholarship and education-aid information into recommendation-ready next steps for students.

PythonFastAPIPydanticUvicornPytest
May 2026/Fullstack/professional
HybridMobile Appcase study

Teman Tuli→

Accessibility-first mobile product that helps Deaf and hard-of-hearing students follow classroom discussions through live captions and private transcript sessions.

SwiftUITypeScriptFastifyPrismaPostgreSQLApple Speech
May 2026/Product/professional
HybridWearable Appcase study

CalmPulse BP (Apple Watch)→

watchOS-first behavioral support app for stress-aware micro-pauses, guided breathing, and post-session reflection for young adults with hypertension.

SwiftUIwatchOSXcodeState MachineHapticsSession Logging
May 2026/AI/ML/professional
TechML Pipelinecase study

SST El Niño iForest→

Reproducible anomaly-detection workflow using Isolation Forest and comparator models to analyze SST variability as an El Niño proxy signal.

PythonJupyter Notebookscikit-learnPandasMatplotlibIsolation Forest
Jan 2026/Fullstack/professional
HybridWeb Appcase study

Lapor FSM!→

A real-time emergency reporting platform with dual portals and geospatial coordination for campus incident handling.

Next.jsElysiaJSBunPostgreSQLWebSocketPostGIS
Jan 2026/Fullstack/professional
HybridWeb Appcase study

Strativate Web→

Corporate web platform built with Next.js and Payload CMS, combining structured content modeling, editorial scalability, and polished frontend delivery.

Next.jsTypeScriptPayload CMSPostgreSQLBun
Jan 2026/Fullstack/professional
HybridWeb Appcase study

Aksa→

Large-scale social upskilling platform built on Next.js with mobile packaging, domain-driven architecture, learning and chat surfaces, creator commerce, and AI-assisted workflows.

Next.jsTypeScriptFirebaseTailwind CSSGenkitCapacitor
Jan 2026/Fullstack/professional
HybridWeb Appcase study

ABL App→

Restaurant management platform that I continued from a previous developer, with my contribution focused on the mid-to-late delivery phase across analytics, reporting, caching, and production-oriented workflows.

Next.jsTypeScriptHonoPostgreSQLPrismaRedis
Dec 2025/Fullstack/course
HybridWeb Appcase study

Warungpedia→

Marketplace web app project that models buyer, seller, and admin workflows for local UMKM commerce.

Next.jsTypeScriptTailwind CSSSupabaseReact
Sep 2025/Product/competition
BusinessStrategy Deckcase study

CiptaLife→

Strategic healthcare information-system case delivered in COMPFEST 17 Product Management Academy.

PRDMarket ResearchProduct StrategyCross-functional Planning
Sep 2025/Product/competition
BusinessResearch/Case Studycase study

Skillcopus→

AI-assisted upskilling platform concept designed to close skill mismatch and improve employability pathways.

Product StrategyPRDMarket ResearchAI Product Framing
Dec 2025/Backend/course
TechBackend APIcase study

Forum API - CI/CD & Security→

Backend hardening project focused on CI/CD automation, security controls, and repeatable release validation.

Node.jsHapi.jsPostgreSQLJestGitHub ActionsDockerNGINX
2025/Fullstack/professional
HybridWeb Appcase study

Chatbot FSM Pro→

Multi-service chatbot system combining frontend, API backend, FSM-based NLU flow, and RAG-style retrieval in one integrated stack.

PythonTypeScriptReactFastAPIRAG
Feb 2025/Backend/internship
TechBackend APIcase study

GoCommerce API→

A layered Golang REST API for core e-commerce operations built during project-based internship delivery.

GolangGinGORMMySQLJWT
2024/AI/ML/course
TechML Pipelinecase study

MLOps - Diabetes Classification→

End-to-end MLOps project for diabetes risk classification with automated model lifecycle management.

TensorFlowTFXApache BeamDockerFastAPI
Dec 2024/AI/ML/competition
TechML Pipelinecase study

AquaGuard→

Gold-medal iCE-CInno 2024 project delivering a CCTV-compatible computer-vision workflow for real-time drowning-risk detection.

PythonYOLOOpenCVFastAPI
DBS Foundation Coding Camp 2024/AI/ML/course
TechML Pipelinecase study

sentimentAnalysis Dukcapil→

NLP sentiment-analysis project using notebook-driven preprocessing, local datasets, and model benchmarking for Dukcapil app reviews.

PythonJupyter NotebookPandasScikit-learnNLP
DBS Foundation Coding Camp 2024/AI/ML/course
TechML Pipelinecase study

Human Stress Prediction Pipeline→

TFX-based text-classification pipeline for stress detection with training, tuning, serving artefacts, and reproducible workflow structure.

TensorFlowTFXDockerPythonText Vectorization
DBS Foundation Coding Camp 2024/AI/ML/course
TechML Pipelinecase study

Books Recommendation System→

Recommendation-system project comparing content-based and collaborative filtering approaches for book discovery.

PythonJupyter NotebookTensorFlowPandasRecommendation Systems
2024/Fullstack/course
TechWeb Appcase study

Toko Online (Bakul Converse)→

Course-delivered full-stack e-commerce build covering customer storefront and admin operations in one product flow.

Next.jsSupabasePostgreSQLAPI Routes
DBS Foundation Coding Camp 2024/AI/ML/course
TechML Pipelinecase study

Animals10 Image Classification Project→

Image-classification coursework project that trains a CNN to distinguish chicken, dog, and spider images from the Animals10 dataset.

PythonTensorFlowKerasCNNTF LiteTensorFlow.js
DBS Foundation Coding Camp 2024/AI/ML/course
TechResearch/Case Studycase study

Nongzhanguan Air Quality Analysis→

Environmental data analysis project that studies pollutant and weather patterns through exploratory analysis and time-series framing.

PythonPandasMatplotlibJupyter NotebookCSV
IDCamp 2024/Backend/course
TechBackend APIcase study

GG Forum API→

Discussion forum backend built with Clean Architecture, JWT auth, and layered testing across threads, comments, and replies.

Node.jsHapi.jsPostgreSQLJWTJest
DBS Foundation Coding Camp 2024/AI/ML/course
TechResearch/Case Studycase study

House Price Prediction→

Applied regression project for housing-price estimation with business framing, feature analysis, and model comparison.

PythonJupyter NotebookPandasScikit-learnMatplotlib
DBS Foundation Coding Camp 2024/AI/ML/course
TechML Pipelinecase study

Paper Rock Scissors Classification→

Introductory computer-vision project for rock-paper-scissors image classification with augmentation and demo-oriented inference flow.

PythonTensorFlowKerasJupyter Notebook
2024/Fullstack/competition
HybridWeb Appcase study

PeduliCarbon→

Carbon-footprint product that helps users quantify daily impact and take practical reduction steps.

Next.jsTypeScriptTailwind CSSReact Three Fiber
2024/Fullstack/course
TechWeb Appcase study

Katalog Restoran PWA→

IDCamp intermediate project that turned a restaurant catalog into an installable offline-first PWA with service-worker caching, performance optimization, and automated testing.

Vanilla JavaScriptWebpackWorkboxJestCodeceptJS
IDCamp 2024/Backend/course
TechBackend APIcase study

openMusic API→

Backend API project that separates main request handling from background export work through an API service and queue consumer.

Node.jsHapi.jsPostgreSQLRedisRabbitMQJWT
IDCamp 2024/Backend/course
TechBackend APIcase study

Bookshelf API→

Hapi-based CRUD API project focused on consistent book payload rules, validation, filters, and reviewer-friendly API contracts.

Node.jsHapi.jsnanoidESLintPostman
IDCamp 2023/Fullstack/course
TechWeb Appbaseline archive

bagiCerita→

Frontend web app with localization, Firebase hosting workflow, and build-pipeline discipline for story-sharing flows.

JavaScriptLitWebpackFirebaseSCSS
IDCamp 2023/Fullstack/course
TechWeb Appcase study

TentangMalaka→

Static article-site submission about Tan Malaka built with semantic HTML, CSS layout work, and small JavaScript navigation behavior.

HTMLCSSJavaScriptSemantic HTMLFlexbox
Oct 2023/Fullstack/competition
TechWeb Appcase study

WaveFarm→

Competition web app that delivers weather insight with geolocation support and fast-access user experience.

Vanilla JSHTMLCSSOpenWeather API
IDCamp 2023/Fullstack/course
TechWeb Appcase study

simfoniSelera→

Restaurant web app project that treats frontend delivery as a pipeline across bundling, image optimization, testing, and static serving.

JavaScriptWebpackJestCodeceptJSSharpIndexedDB
IDCamp 2023/Fullstack/course
TechWeb Appcase study

CineBlue→

Dicoding front-end course submission for a movie search web app with movie listing, title search, genre filtering, responsive UI, and Webpack-based delivery scripts.

JavaScriptWebpackBabelBootstrapjQueryCustom ElementsTMDB API
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