Firdaus Khotibul Zickrian

@zickrian

I'm an AI Engineer based in Indonesia, specializing in building practical machine learning systems, data workflows, and modern full-stack web applications. I focus on developing reliable, end-to-end solutions that turn complex ideas into intuitive products designed for real-world impact.

AI & Machine Learning EngineerIndonesiazickrian.dev

Narratio AI - Business Narrative Deck Generator

A machine learning powered platform that converts raw data, web insights, and conversations into structured business narratives and consulting-style presentation decks.

2026AI AgentWeb Search ResearchBiLSTM

Custora - AI Customer Intelligence Platform

An AI-powered customer intelligence dashboard that combines churn prediction, sentiment analysis, and LLM-driven recommendations to help businesses identify at-risk customers and make better retention decisions.

2026PythonAzure MLLLM Integration

LeadsUp Banking Lead Scoring Dashboard

A banking lead scoring dashboard that ranks prospects by subscription likelihood and turns prediction results into sales-ready prioritization insights.

2025PythonREST APISupabase

Base Realms

A 16-bit RPG battle game that lets players mint characters, battle for seasonal rewards, and enter crypto through familiar QR payments without needing DeFi knowledge.

2025SolidityERC-721Base

Polsek Rembang RAG Public Service Assistant

A public service assistant that answers citizen questions from official SOP documents, helping users understand SKCK, lost report, permit, and police service procedures faster.

2025Gemini APIRAGLangChain

End-to-End Machine Learning Pipeline

A production-style MLOps pipeline that covers dataset experimentation, automated preprocessing, MLflow model training, CI retraining, Docker packaging, and observability with Prometheus and Grafana.

2025MLflowGitHub ActionsGrafana

SmartCanteen AI Menu Recommendation System

An AI-powered canteen recommendation system that uses content-based filtering to match menu items with user budget, category, and meal preferences, helping users find relevant food faster and reducing ordering friction.

2025PostgreSQLChatbotMidtrans

Financial Assistant Bot

A personal finance assistant that records expenses and income from chat or receipt inputs, organizes transactions automatically, and helps users understand spending patterns.

2026RAGEmbeddingpgvector

Flood Area Segmentation System

A flood mapping system that detects affected areas from imagery, compares analysis results, and turns visual inputs into faster, more scalable disaster assessment support.

2025PyTorchU-Net++Microsoft Azure

Olist Sales & Delivery Analytics Dashboard

An e-commerce analytics dashboard that combines order, customer, product, and delivery data to monitor sales performance, customer distribution, product trends, and logistics bottlenecks.

2026PandasNumPyStreamlit

SITEMU Lost & Found Portal

A campus lost-and-found portal that helps students report, search, and coordinate item returns through clear posts, location context, and direct communication.

2025SupabasePostgreSQLRealtime Chat

Diabetes Risk Prediction App

A health screening app that estimates diabetes risk from patient indicators and presents quick, easy-to-understand results for early decision support.

2025Scikit-learnRandom ForestStreamlit

Vegetable Image Classification App

A vegetable image recognition app that identifies 15 produce categories from uploaded photos and presents clear confidence results.

2025TensorFlowKerasCNN

Still cooking