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Profile

👋 Hello there, Ammar Azman here.
😶 I am a data scientist.
🐍 Proficient with Python and machine learning.
👀 Presently captivated by Computer Vision and Natural Language Processing.
🚀 Aspired becoming a machine learning engineer.
👻 Gist-notes

Let's connect!

linkedin


Projects

Personal

  • Brain Tumor Classification - Analysis, Shallow and Deep Learning see
  • User Behavior Prediction by Text Classification with Deep Learning see
  • LLM-chatbot App - talk with your PDF files see
  • End-to-End RAG-LLM with vector database (PGVector) container see
  • Multithreading Wrapper Module for web-scraping see

Open Source

Blogging


Skills and Techs

Python Numpy Pandas Selenium pytest
Scikit-learn Tensorflow
FastAPI Docker Streamlit
vscode jupyter
MySQL
Git github git-action
Amazon AWS ecs Azure
Tableau Microsoft Excel
Linux UbuntuShell Scriptzsh
obsidian notion


Roadmap and Metrics

Top Langs

Ammar Azman Github Stat

roadmap.sh

Ammar Azman's Projects

chat-gpt-pdf icon chat-gpt-pdf

Apps to read and reason any PDF files by using LLM model from OpenAI and Huggingface.

chatterbot icon chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

code icon code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

llm_rag_pgvector icon llm_rag_pgvector

Implementing pgVector as vector database on top of PostgreSQL, use it as retriever and pass it to LLM as RAG.

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

xtractor icon xtractor

Personal module that I created to smooth out the process of extraction for web-scraping open source project.

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