Muhammad HabibNur Aiman

Pengembangan model Deep Learning tingkat lanjut dengan kustomisasi arsitektur Seq2Seq (Autoregressive) menggunakan TensorFlow untuk memprediksi harga Bitcoin (USD) 24 jam ke depan. Proyek ini berhasil meraih nilai sempurna (Bintang 5) di kelas Mahir Dicoding.

Sistem pemetaan daerah banjir berbasis citra aerial (drone) menggunakan arsitektur deep learning SegFormer-B3, dioptimalkan dengan formulasi Triple Loss (CE + Lovasz/Dice + Focal) dan 4x Test-Time Augmentation (TTA), berhasil mencapai skor Best Validation mIoU 0.3683 pada kompetisi Nexus DolananData 2026.

100k+ data | 6 aspect label | 3 sentiment.

SIPANGAN (Sistem Informasi Ketahanan Pangan Nasional) adalah dasbor analitik berbasis AI dan geospasial untuk memantau, menganalisis, dan memprediksi status ketahanan pangan di 38 provinsi Indonesia. Sistem ini mengintegrasikan 4 layer analitik (Clustering, GWR, Forecasting, LISA) dan dilengkapi dengan asisten virtual cerdas berbasis arsitektur RAG (Retrieval-Augmented Generation) untuk menyederhanakan ekstraksi wawasan data bagi pembuat kebijakan.

BiteSight Analytics: Enterprise F&B Business Intelligence SaaS Live Access: https://bitesight.pages.dev/ BiteSight Analytics is an Enterprise-grade Business Intelligence (BI) SaaS tailored specifically for the Retail & F&B sectors. It merges premium visual aesthetics with advanced artificial intelligence to deliver an actionable, B2B analytical platform. 🧠 Core AI Technology: Agentic RAG & LLMs The brain of BiteSight is powered by an Agentic Retrieval-Augmented Generation (RAG) architecture designed for complex tabular data. Utilizing a tool-calling LangChain Agent integrated with the StepFun 3.5 Flash LLM (via OpenRouter), the system doesn't just read data—it reasons with it. The AI autonomously writes, executes, and iterates Python (Pandas) code within a secure backend sandbox to analyze thousands of CSV rows. It goes beyond simple data retrieval to generate hard Data Facts, deep Business Analyses, and Actionable Recommendations. 🚀 Key Features: • AI BizConsultant: A conversational interface allowing executives to "chat" directly with their metrics to uncover hidden operational bottlenecks. • Executive Dashboard V3: 11 highly interactive, premium visualizations (including Traffic Heatmaps, City-Level Treemaps, and Branch Comparison Radars). • Engineered Reporting: A seamless "One-Click PDF Export" utilizing an asynchronous DOM-to-SVG-to-PNG engine to stitch dashboards into presentation-ready A4 reports. • SaaS White-labeling: Precision theme customization featuring Glassmorphism UI and real-time Dark Mode transitions. 🛠️ Decoupled Serverless Architecture: • Frontend (UI/UX): Next.js 15+, Tailwind CSS, Recharts. Deployed as static HTML on Cloudflare Pages for 0ms edge latency. • Backend (AI & Processing): FastAPI, Python, Pandas, and LangChain. Containerized via Docker and deployed on Hugging Face Spaces as an isolated, secure execution sandbox. This project showcases end-to-end Full-Stack Data Science capabilities, bridging the gap between heavy AI computation and a sleek, client-facing SaaS experience.

RekrutPintar.id is a web-based recruitment platform designed to streamline the hiring process by moving beyond traditional CV screening. Utilizing the philosophy "CV's don't decide, RekrutPintar does," the system leverages AI to analyze candidate competency and behavioral data. It features an automated AI chat interview system that scores candidates in real-time, providing recruiters with a ranked dashboard of applicants based on potential and culture fit, drastically reducing administrative time.