Skip to content
View elzaff's full-sized avatar

Highlights

  • Pro

Block or report elzaff

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
elzaff/README.md

Hi, I'm Fasel 👋

AI enthusiast and 5th-semester Artificial Intelligence Engineering student at Institut Teknologi Sepuluh Nopember (ITS), Surabaya 🇮🇩. I work mainly on Computer Vision and Natural Language Processing, taking messy real-world data (satellite imagery, social media text, sensor streams) and turning it into models that hold up in practice. I also serve as Laboratory Administrator at the Information Intelligent Management Laboratory (IIMLab), ITS.

LinkedIn

🩺 Current focus: Medical AI

I'm going deeper into AI for healthcare, mainly:

  • Medical image analysis: classification and segmentation of radiology and pathology images
  • Clinical NLP: extracting structured information from medical text
  • Trustworthy AI: explainability, calibration, and robust evaluation for high-stakes decisions

🔬 What I've worked on

  • Computer Vision: ambiguity-aware image classification, semantic segmentation, object detection, and end-to-end OCR pipelines
  • Natural Language Processing: Indonesian text understanding, including emotion analysis, topic modeling, and named entity recognition
  • Graph & spatiotemporal learning: forecasting traffic across large sensor networks and graph search for navigation prediction
  • Multimodal learning: fusing satellite imagery with news text to map poverty risk at the sub-district level
  • Reliable & explainable ML: leakage-aware validation, probability calibration, ablation studies, and model interpretation

🛠️ Tools

Python PyTorch TensorFlow Hugging Face scikit-learn OpenCV FastAPI SQL Git

Top languages

spotify-github-profile

Pinned Loading

  1. my-cv-ats my-cv-ats Public

    HTML