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Focusing on Data Science
๐ŸŽฏ
Focusing on Data Science

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hengamirah/README.md

Hello, I'm Amirah Heng ๐Ÿ‘‹

About Me

Hi! I'm Amirah Heng, a Master student in Computer Science (Applied Computing) and currently in the Framework-Based Software Design and Development course.

๐Ÿš€ Technologies & Tools

Languages

JavaScript Python HTML5 CSS3

Tools & Platforms

Git GitHub VS Code

Operating Systems

Windows

AI & ML Technologies

TensorFlow PyTorch OpenCV scikit-learn YOLO AutoML

๐Ÿง  AI Projects

Computer Vision

  • Implemented object detection systems using YOLO (You Only Look Once) for real-time recognition applications
  • Developed custom computer vision solutions for image classification and segmentation

Generative AI

  • Created Agentic AI chatbot with SQL Agent, utlising Vanna AI for multiple schema and table query.

Predictive Analytics

  • Built price prediction systems using AutoML techniques
  • Developed time series forecasting models for business intelligence applications
  • Create Full MLOPS Pipeline with Feature Store, MLFlow, and Grafana Visualisation for Model Metrics in AWS Redshift

๐ŸŒฑ Currently Learning

  • Advanced deep learning techniques
  • Large language models and their applications
  • Computer vision optimization for edge devices
  • Cloud-based ML deployment with AWS
  • Dekstop and web app optimization techniques

๐Ÿ“ซ Get in Touch

๐Ÿ“Š GitHub Stats

Your GitHub stats

Top Languages


โญ๏ธ From hengamirah

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  1. screw_detection_cv screw_detection_cv Public

    Computer vision detection for screw objects with streamlit

    Python 1

  2. Heart_Attack_Analysis Heart_Attack_Analysis Public

    The model describes probablity of getting Heart Attack by analysing the patientโ€™s age, gender, exercise induced angina, number of major vessels, chest pain indication, resting blood pressure, choleโ€ฆ

    Python 1

  3. Malaysia_Covid_Cases_Prediction Malaysia_Covid_Cases_Prediction Public

    From Jan 2020 to December 2021, Covid-19 confirmed cases each day contributed to prediction of the positive case in the next run.

    Python

  4. Marketing_Campaign Marketing_Campaign Public

    Trained with 37,000 dataset to determine best campaign strategy for collecting customer's needs and satisfaction

    Python

  5. NLP_Article_Analysis NLP_Article_Analysis Public

    Articles dataset sorted into 5 categories namely Sport, Tech, Business, Entertainment and Politics using Natural Language Processing Approach.

    Python

  6. pdfchatbot pdfchatbot Public

    A chatbot that replies the question relating to the pdf uploaded using Gemini-pro model

    Python