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https://github.com/ammarsaf/ammarsaf

Data Scientist Portfolio
https://github.com/ammarsaf/ammarsaf

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Data Scientist Portfolio

Awesome Lists containing this project

README

          

## Profile

👋 Hello there, Ammar here. I did some data stuffs.

[gist](https://gist.github.com/ammarsaf)

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## Projects

### DE

- RapidKL GTFS realtime Dashboard with ELT approach [see](https://github.com/ammarsaf/rapid-tracker)

### AI/ML
- Predict Future Sales with XGBoost (Community Competition) - [see](https://www.kaggle.com/code/ammarazman98/predict-future-sales-with-xgboost)
- Brain Tumor Classification - Analysis, Shallow and Deep Learning [see](https://www.kaggle.com/code/ammarazman98/brain-tumor-classification-tensorflow)
- User Behavior Prediction by Text Classification with Deep Learning [see](https://github.com/Ammar-Azman/behavior_prediction_jobads_text.git)
- LLM-chatbot App - talk with your PDF files [see](https://github.com/Ammar-Azman/chat-gpt-pdf)
- End-to-End RAG-LLM with vector database (PGVector) container [see](https://github.com/Ammar-Azman/llm_rag_pgvector.git)
- Multithreading Wrapper Module for web-scraping [see](https://github.com/Ammar-Azman/xtractor)

### Open Source
- Text dataset [contributor](https://huggingface.co/ammarxix) for [Malaysia-AI](https://github.com/mesolitica/malaysian-dataset/tree/master)

### Web

- Static website powered by AI Analysis - [mawaddah](https://mawaddah.mmarsaf.xyz)

### Blogs

- [Why Kaggle is So OP](https://ammarite.hashnode.dev/why-kaggle-is-so-op)
- [How to start Data Science](https://ammarite.hashnode.dev/how-to-start-data-science)
- [How TDD Teach us to Become a Firm Programmer](https://ammarite.hashnode.dev/how-tdd-teach-us-to-become-a-firm-programmer)
- [Some Rust Learning Experience (pt. 1)](https://ammarite.hashnode.dev/some-rust-learning-experience-pt-1)
- [Just start](https://ammarite.hashnode.dev/just-start)

### Hacks
- [Deriv](https://github.com/ammarsaf/deriv-hackathon)
- [AI Tinkers](https://github.com/ammarsaf/aitinkerers-hackathon-supa-team-werecooked)
- [Alibaba](https://github.com/ammarsaf/alibaba_llm)

### Learning
- Data Engineering
- Learning Rust for fun [see](https://github.com/Ammar-Azman/data-science-materials/blob/main/prog_languages/rust.md)
- Time Series - Learning Notebook [see](https://www.kaggle.com/code/ammarazman98/store-sales-forecast-learn-experiment)

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## Tech-Skills
![Python](https://img.shields.io/badge/Python-FFD43B?style=for-the-badge&logo=python&logoColor=blue) ![Numpy](https://img.shields.io/badge/Numpy-777BB4?style=for-the-badge&logo=numpy&logoColor=white) ![Pandas](https://img.shields.io/badge/Pandas-2C2D72?style=for-the-badge&logo=pandas&logoColor=white) ![Selenium](https://img.shields.io/badge/Selenium-43B02A?style=for-the-badge&logo=Selenium&logoColor=white) ![pytest](https://img.shields.io/badge/Pytest-0A9EDC.svg?style=for-the-badge&logo=Pytest&logoColor=white)

![Postgresql](https://img.shields.io/badge/PostgreSQL-316192?style=for-the-badge&logo=postgresql&logoColor=white) ![MySQL](https://img.shields.io/badge/mysql-%2300f.svg?style=for-the-badge&logo=mysql&logoColor=white) ![[airflow]](https://img.shields.io/badge/Airflow-017CEE?style=for-the-badge&logo=Apache%20Airflow&logoColor=white)

![Scikit-learn](https://img.shields.io/badge/scikit_learn-F7931E?style=for-the-badge&logo=scikit-learn&logoColor=white) ![Tensorflow](https://img.shields.io/badge/TensorFlow-FF6F00?style=for-the-badge&logo=tensorflow&logoColor=white) ![mlflow](https://img.shields.io/badge/mlflow-%23d9ead3.svg?style=for-the-badge&logo=numpy&logoColor=blue)

![FastAPI](https://img.shields.io/badge/fastapi-109989?style=for-the-badge&logo=FASTAPI&logoColor=white) ![Docker](https://img.shields.io/badge/Docker-2CA5E0?style=for-the-badge&logo=docker&logoColor=white) ![Streamlit](https://img.shields.io/badge/Streamlit-FF4B4B?style=for-the-badge&logo=Streamlit&logoColor=white)

![vscode](https://img.shields.io/badge/Visual%20Studio%20Code-007ACC.svg?style=for-the-badge&logo=Visual-Studio-Code&logoColor=white) ![jupyter](https://img.shields.io/badge/Jupyter-F37626.svg?style=for-the-badge&logo=Jupyter&logoColor=white)

![Git](https://img.shields.io/badge/git-%23F05033.svg?style=for-the-badge&logo=git&logoColor=white) ![github](https://img.shields.io/badge/GitHub-181717.svg?style=for-the-badge&logo=GitHub&logoColor=white) ![git-action](https://img.shields.io/badge/GitHub%20Actions-2088FF.svg?style=for-the-badge&logo=GitHub-Actions&logoColor=white)

![Amazon AWS](https://img.shields.io/badge/Amazon_AWS-FF9900?style=for-the-badge&logo=amazonaws&logoColor=white) ![ecs](https://img.shields.io/badge/Amazon%20ECS-FF9900.svg?style=for-the-badge&logo=Amazon-ECS&logoColor=white) ![Azure](https://img.shields.io/badge/azure-%230072C6.svg?style=for-the-badge&logo=microsoftazure&logoColor=white)

![[powerbi]](https://img.shields.io/badge/PowerBI-F2C811?style=for-the-badge&logo=Power%20BI&logoColor=white) ![Tableau](https://img.shields.io/badge/Tableau-E97627?style=for-the-badge&logo=Tableau&logoColor=white) ![Microsoft Excel](https://img.shields.io/badge/Microsoft_Excel-217346?style=for-the-badge&logo=microsoft-excel&logoColor=white)

![Linux](https://img.shields.io/badge/Linux-FCC624?style=for-the-badge&logo=linux&logoColor=black) ![Ubuntu](https://img.shields.io/badge/Ubuntu-E95420?style=for-the-badge&logo=ubuntu&logoColor=white)![Shell Script](https://img.shields.io/badge/shell_script-%23121011.svg?style=for-the-badge&logo=gnu-bash&logoColor=white)![zsh](https://img.shields.io/badge/Zsh-F15A24.svg?style=for-the-badge&logo=Zsh&logoColor=white)

![obsidian](https://img.shields.io/badge/Obsidian-7C3AED.svg?style=for-the-badge&logo=Obsidian&logoColor=white) ![notion](https://img.shields.io/badge/Notion-000000.svg?style=for-the-badge&logo=Notion&logoColor=white)

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## Roadmap and Metrics
[![Top Langs](https://github-readme-stats.vercel.app/api/top-langs/?username=ammarsaf&show_icons=True&hide_border=True&theme=tokyonight)](https://github.com/anuraghazra/github-readme-stats)

Ammar Azman Github Stat

[![roadmap.sh](https://api.roadmap.sh/v1-badge/wide/64acfd9614678473bb612dd3?variant=dark&roadmaps=python%2Cdevops%2Cdocker)](https://roadmap.sh)