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marshaniswah/README.md

Hi, I'm Marshaniswah Syamsul 👋

I'm an early-career AI/Data Engineer based in Indonesia, with experience in RAG systems, AI chatbot development, machine learning workflows, data analytics, and technical research.

I enjoy building practical AI-assisted systems that help teams validate documents, automate workflows, analyze data, and turn complex technical problems into structured solutions.

Focus Areas

  • Retrieval-Augmented Generation (RAG)
  • AI chatbot and workflow automation
  • Machine learning and experiment tracking
  • Data analytics and visualization
  • AI governance and technical documentation

Featured Projects

Dynamic RAG for Internal Technical Standards

AI-powered decision support system for internal technical standards using offline RAG, FAISS semantic search, and compliance reasoning.

Ludo Customer Service Chatbot

Customer-service chatbot workflow for inquiry handling, booking flow, fallback responses, and structured user interaction.

Natural Scene Classification with MLflow

Image classification project with MLflow experiment tracking for model training, evaluation, and reproducibility.

IoT Anomaly Detection

Anomaly detection system using Isolation Forest to identify abnormal patterns in IoT sensor data.

Tools & Technologies

Python · SQL · JavaScript · FastAPI · FAISS · MLflow · TensorFlow/Keras · scikit-learn · Power BI · Tableau · GitHub Actions

Currently Building

  • AI-assisted document validation systems
  • Chatbot workflows for customer interaction
  • ML experiment pipelines
  • Technical presentation and documentation portfolio

Connect

LinkedIn: linkedin.com/in/marshaniswah Email: chacaniswah@gmail.com

Pinned Loading

  1. Dynamic-RAG-for-Internal-Standard Dynamic-RAG-for-Internal-Standard Public

    AI-powered Decision Support System for Internal Technical Standards (ITS) management. Features offline RAG architecture, semantic search via FAISS, explainable compliance reasoning, change detectio…

    Python

  2. Eksperimen_SML_Marshaniswah-Syamsul Eksperimen_SML_Marshaniswah-Syamsul Public

    Jupyter Notebook

  3. Ludo-Chatbot Ludo-Chatbot Public

    JavaScript

  4. natural-scene-classification-mlflow natural-scene-classification-mlflow Public