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safwanshamsir99/README.md

πŸŽ‰ Welcome to my GitHub profile!

  • πŸ‘‹ Hi, I'm Safwan Shamsir.
  • πŸ‘¨β€πŸ’» I'm a data scientist.
  • πŸ”­ I'm interested in Deep Learning and Artificial Intelligence (AI) Development.
  • πŸ“– Also currently upskilling myself every day to learn new things.
  • πŸ—οΈ All of my projects are available at here!

πŸ“« How to reach me:

linkedin
gmail

Personal Projects

  • Dust detection on solar photovoltaics panel using pre-trained CNN models. click here
  • PDF chatbot using Langchain, OpenAI API, HuggingFace embeddings, FAISS and Streamlit. click here
  • Forecastive Time-Series Model using Deep Learning of LSTM for Covid-19 Cases in Malaysia. click here
  • Prediction of Regression and Classification Problems Based On Random Forest model By Using R Programming for Solar Power Generation Dataset. click here
  • Predictive classification model using Deep Learning Model of Bi-LSTM of Natural Language Processing (NLP) for BBC News Articles. click here

Skills and Techs

Python Numpy Pandas Selenium pytest Streamlit
R RStudio RShiny
MySQL MongoDB Databricks
Scikit-learn Tensorflow PyTorch
FastAPI Docker Streamlit
VSCode jupyter Google Colab Spyder PyCharm
Git Github gitaction
Amazon AWS ecs Azure GCP
MSPowerBI Looker Badge Tableau Microsoft Excel
Windows Linux Ubuntu

GitHub Streak

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  1. BBC-News-LSTM-NLP BBC-News-LSTM-NLP Public

    Trained over 2,000 BBC News to categorize unseen articles into 5 categories namely Sport, Tech, Business, Entertainment and Politics.

    Python

  2. Covid-19-LSTM-Prediction Covid-19-LSTM-Prediction Public

    Trained nearly 700 official data provided by Ministry of Health Malaysia to forecast Covid-19 cases.

    Python

  3. Solar-Power-Prediction-R Solar-Power-Prediction-R Public

    Trained Random Forest model using R programming language for two problems; regression and classification based on the solar power generation that was compiled by Ph.D. candidate Alexandra Constantin.

    HTML

  4. Dust-Detection-CNN Dust-Detection-CNN Public

    Dust detection on solar photovoltaics panel using pre-trained CNN models

    Jupyter Notebook 1

  5. PDF-Chatbot-using-LLM PDF-Chatbot-using-LLM Public

    PDF chatbot using Langchain, OpenAI API, HuggingFace embeddings, FAISS and Streamlit

    Python