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Hello World, and Welcome to my page! 🎉

The name's Darren and I'm currently building things that I find interesting, especially within the field of AI and ML 🧠

  • 🔨 Currently working on:
    • 💥 ml related
      • Figure out how to implement a GPT2 transformer and LSTM to generate text in Plot_Gen
      • Training an AI to play the snake game in pyGame_Tour through reinforcement training
    • 🔗 others
      • Learn all about backend, APIs through building an API to store food places to try
      • Learning ins and outs of web development with Flask
      • Find out if Neural Networks dreams of electric sheep
  • 📫 You can reach me on my LinkedIn or via my website

Darren Ngatimin's Projects

all_things_food icon all_things_food

Basic API built using Flask to store places of interest on MongoDB. Users can interact with this API using the Telegram API

anime_chara_detect icon anime_chara_detect

Detecting anime characters and predicting their names in real time based on an anime character dataset that the user creates by scraping images off the web.

bigquery_tour icon bigquery_tour

Multiple script that queries results from the geo_international_ports dataset and stores it in a table within my own dataset on Google Cloud Platform.

flask_apis icon flask_apis

Learning how to create APIs from scratch using Flask + SQLAlchemy/PyMongo

glassdoor_scrape icon glassdoor_scrape

Scraping the Glassdoor website for skills and qualifications needed for certain professions such as Data Analyst, Data Scientist or Software Engineers before visualizing them.

implementing_algorithms icon implementing_algorithms

Implementing Data Structures and Algorithms essential to interviews, as well as other things such as Dynamic Programming and Backtracking.

ml_deep_dive icon ml_deep_dive

Exploring different ML Algorithms using scikit-learn while learning more about sentiment analysis. Also includes a script which detects one's mental health and provides a brief respite.

ny_food_list icon ny_food_list

Gathering monthly must-try restaurants from websites such as Eater and The Infatuation before compiling them into a dataset and automatically sending them to users via email.

personal_portfolio icon personal_portfolio

Personal Website built with Flask, HTML and CSS hosted on Render. There are two parts to this website. The other one can be accessed via /hi

plot_gen icon plot_gen

Generating unique anime summaries using LSTM units and a GPT2 transformer with data scraped from MyAnimeList website

presence_check icon presence_check

A simple alternative to checking attendance by detecting people through the computer's camera and recognizing them based on images stored in the dataset.

pygame_tour-wip- icon pygame_tour-wip-

Exploring the pygame library to create games such as hangman and snake. Additions to the snake game include controlling the snake through gestures and training an AI to play it

start_hacktoberfest2020 icon start_hacktoberfest2020

This repository is an initiative for beginners in Open source, the objective is to practice the first contribute a project, today the open-source projects are a great contribution to the world. Join the global community for the yearly celebration of open source software!

tic_tac_go icon tic_tac_go

Simple Tic-Tac-Toe Game written in Go which allow users to play either with other people locally, an easy AI or an undefeatable AI. (Thanks to the minmax algorithm)

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