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Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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RayanAAY-ops/README.md

About Me:

I'm a passionate data engineer and data scientist with a particular focus on Distributed Systems and Recommender Systems. I worked on various project from regression task to LLM fine-tuning, passing by AWS deployment and testing. Additionally, I have a strong foundation in classical machine learning and possess the requisite mathematical prowess.

Currently, I'm delving into the realms of Data Streaming and web development.

Languages and Tools

Languages:

Python3 Scala JS Rust
Python C JavaScript Rust

Best frameworks and main libraries for Python3:

PySpark Pytorch Numpy Pandas Sklearn Langchain
Spark Pytorch Numpy Pandas sklearn mpl

Environments, CI/CD, Testing, IaC:

AWS Terraform NodeJs Git Docker Pytest Postman GitLab
AWS Terraform NodeJS Git Docker pytest postman gitlab

My tools for Data Manipulation & Visualisation:

Conda Jupyter Spark MySQL MongoDB Postgres SQLite Plotly Matpltlib
Conda Jupiter Spark MySQL MongoDB pg SQLite pltly pltly

OS:

Linux Ubuntu
Linux Ubuntu

Pinned Loading

  1. deepchecks/deepchecks deepchecks/deepchecks Public

    Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and mo…

    Python 3.9k 289

  2. Blockchain-Real-Time-Analysis-IOTA Blockchain-Real-Time-Analysis-IOTA Public

    This is a Blockchain Application based on IOTA Masked Authenticated Messaging API , to monitor sensor data delivered by embedded system under NodeJS

    JavaScript 15 2

  3. Regression-stacked-SVM_RandomForest Regression-stacked-SVM_RandomForest Public

    This is my implementation of a stacked regressor using optimized SVM and random Forest using Optuna.The actual inputs of the combined regressor is a latent representation of 220 inputs compressed i…

    Python 8 1

  4. MinibatchKmeans-vs-Kmeans MinibatchKmeans-vs-Kmeans Public

    In this notebook, I compared two famous clustering algorithm, the minibatchkmeans and the regular kmeans on cellular image dataset.

    Jupyter Notebook 5

  5. RE-Deep-Recurrent-NMF-for-Speech-Separation-by-Unfolding-Iterative-Thresholding RE-Deep-Recurrent-NMF-for-Speech-Separation-by-Unfolding-Iterative-Thresholding Public

    In this code, we propose a different implementation fo the original paper https://arxiv.org/abs/1709.07124 under PyTorch. This architecture is constructed by unfolding the iterations of a sequenti…

    Jupyter Notebook 7

  6. ansible-labs ansible-labs Public

    Bunch of labs for Ansible developers to increase their skills and become better developers

    7 3