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rdkdaniel/README.md

Hi there 👋, lets create chaos together!

About Me

💫 Interests: Electronics/Computer Engineering, Deep/Machine Learning and Quantum Computers
🌱 Current Projects: Game AI, Tree Search & Something small on NLP
🔭 Lets work togther on: Quantum Computers, Tree Search and Game AI
📫 How to reach me: danielkiguru@gmail.com
⚡ Fun fact: Food is the best

Connect with me:

https://www.linkedin.com/in/ruiru-daniel-309723ba/ https://www.kaggle.com/ruirudaniel

Languages and Tools:

android arduino aws azure c cplusplus dotnet html5 illustrator kubernetes linux matlab mysql nestjs nodejs opencv oracle pandas photoshop python pytorch scikit_learn seaborn sqlite tensorflow unity

 rdkdaniel

rdkdaniel

✍️ Random Dev Quote

Ongoing Research

Quantum Computers and Machine Learning

Premise: The best ML model will exist with the use of quantum machines. Quantum machines can improve on: Sampling, optimization, Kernel evaluation and linear algebra through their tremendous processing power. Thus, accessing computationally complex feature spaces.

Swahili Under NLP Lens

Swahili is a low resource language. In this ongoing research, I try to collect data, develop a tokenizer from scratch and ultimatly design a powerful generalizable model. So far, I have - collected data from several websites and developed the tokenizer. Update - Model design and development in progress.

AI and Gaming

A newly enivionsed project where I am learning (and later design) models to play games.

Projects

Face Detection

A simple project that detects people's faces, their age and gender.

Computer Vision

Using deep learning algorithms, I develop models to detect objects, diagnose disease and so much more.

NLP Projects

Simple projects and models for understanding natural languages using computational resources.

Engineering - Arduino and Raspberry

In this project, I primarily combine python with Arduino (and in future Raspberry Pi).

Compiler Construction

This project holds multiple scripts and ideas for ,my compiler design class.

Pinned

  1. Basics-of-ML-DL-Models Basics-of-ML-DL-Models Public

    The basics of training and testing models

    Jupyter Notebook

  2. Chinook-DB-Analysis Chinook-DB-Analysis Public

    Chinook DB Analysis

    Jupyter Notebook

  3. KNN KNN Public

    K-nearest neighbors algorithm

    Jupyter Notebook

  4. NLP-Projects NLP-Projects Public

    NLP Projects

    Jupyter Notebook

  5. Quantum-Computers-and-ML-DL Quantum-Computers-and-ML-DL Public

    How can quantum computers improve ML/DL

    Jupyter Notebook

  6. Swahili-Dataset-Augmentation Swahili-Dataset-Augmentation Public

    Augmenting Swahili text

    Jupyter Notebook