miguel-kjh Goto Github PK

followers: 45.0 following: 79.0 repos: 74.0 gists: 0.0

Name: Miguel Ángel Medina Ramírez

Type: User

Company: SIANI

Bio: Software Engineer - Deep Learning Researcher - PhD student

Twitter: Miguelcse7

Location: Las Palmas de Gran Canarias, Spain

Blog: https://miguel-kjh.github.io/

Hi there, I'm Miguel 👋

About Me

I'm a PhD student whose research focuses on deep learning and natural language processing (NLP) in conversational systems, specifically working with large language models (LLMs). I've also collaborated on various research projects as a data scientist and computer vision engineer. In addition to my research work, I have experience as a software engineer, developing both software and web applications.

Current Projects

🔭 I’m currently working on improving conversational systems using deep learning and NLP techniques with LLMs.
🌱 I’m constantly learning and staying up-to-date with the latest advances in AI, NLP, and computer vision.

Collaboration & Connect

👯 I’m always open to collaborating on research projects and sharing my expertise in data science, deep learning, and software engineering.
🤔 If you need help or advice, feel free to reach out.
💬 Ask me about my research, experience, or anything related to AI and computer science.

How to Reach Me

📫 You can reach me via LinkedIn or twitter

Miguel Ángel Medina Ramírez's Projects

analysis-of-tweets

Sentiment analysis of airline tweets

angularapp

arduino-drivers

Arduino driver for a motherboards.

automatic-sota-generator

bicyclenetwork

A NodeJS project

car-detection-for-autonomous-driving

Car detection using yolo

cifar10-pytorch

A simple comparison between different neuronal architecture to solve the dataset CIFAR10

colored-graphs-problem

Program in Python to solve and optimize the Colored Graphs Problem.

comment-sentiment-analysis

Sentiment analysis on an amazon food dataset.

computer-vision-processing

dp-memoization-tabulation

Optimal Strategies for a Game using Dynamic Programming in two Programming Languages: Python & C++!

face-recognition

A simple implementation for face recognition using convolutional networks

facebool

Have you ever played a platform game using your face... WHILE SHOUTING?!🏀

facility-location

Program in Python to solve and optimize the Facility location Problem.

fake-face-detector

Experiments for the detection of false faces generated by GANs and deepfakes

fashion-mnist

Neural Network for the Fashion MNIST dataset.

finetuningtutorial

Finetuning tutorial for GPT-3

gildedrose-kata

Example of solution of gildedrose kata

heart-failure-prediction

Artificial intelligence for heart failure detection

histogram-db

ilumination

improving-dialogue-management

A detailed analysis of task-oriented dialogue systems, emphasizing the importance of high-quality datasets in dialogue management. We crafted a synthetic dialogue generator to highlight the impact of dataset errors on model outcomes.

java-solid-examples

Learn SOLID principles by examples in Java

knapsack-problem

Program in Python to solve and optimize the Knapsack problem.

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

machine-translation

malaria_cell_detector.

Comparison between a CNN and a VGG16 for the diagnosis of malaria.Using Keras

map-search-for-ground-robots

matharray-formalverification

Simple Ada/Spark package which works with some mathematical functions and arrays. The objective of this library is to make a formal verification using SPARK of some algorithms.

matlibrarypy

matrix library made with C ++ for Python