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  • šŸ‘‹ Hi, Iā€™m @SoufiyaneOuali

Bio

  • šŸ‘€ Passionate about the intersection of data science, language Processing and Bussnise Intellegent , I am a highly skilled data scientist specializing in AI(ML & DL), and NLP.

  • With a proven track record of building innovative models and delivering actionable insights, I thrive on solving complex problems using cutting-edge techniques.

  • During my academic journey, I've delved deep into the realm of ML and DL, exploring diverse algorithms and architectures. From traditional models like Regressin linear , decision trees and random forests to advanced neural networks, including Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and Long Short-Term Memory (LSTM), Seq2Seq , Transformer Learning,

  • I have hands-on experience developing powerful solutions across various domains.

  • šŸŒ± My recent focus has been on NLP, where I've harnessed the power of language to extract meaningful information from unstructured text. From Text manupilation ,Toknization , Word embeding and entity recognition to text classification , machine translation and Building a sufficent Chat-Bot.

  • Proficient in Python, R, and Java, I leverage their libraries and frameworks such as TensorFlow, Keras, PyTorch, and scikit-learn to bring models to life. I excel at data preprocessing, feature engineering, and model optimization, ensuring robust and high-performing solutions.

  • Apart from my technical prowess, I possess strong analytical and problem-solving skills. I can navigate through complex datasets, derive actionable patterns, and communicate the results effectively to both technical and non-technical stakeholders. I thrive in collaborative environments, adapting quickly to new challenges and delivering impactful solutions within deadlines.

  • As an avid learner, I constantly keep up with the latest advancements in ML, DL, and NLP, actively engaging with the data science community and exploring new research papers and techniques. I am now seeking a challenging role where I can apply my skills, contribute to cutting-edge projects, and make a significant impact.

āœØ Things I'm good at :

  • Domain:BI, Data Science, Data Wrangling, Data Visualization, and Data Warehousing, Machine Learning, Deep Learning,Image/Vidio Processing, Computer Vision, Natural Language Processing.
  • Languages: Python,R, JAVA, Java EE, Kotlin, C, C++, PHP, OPL, PL/SQL.
  • Libraries & Tools:NumPy, Pandas, Scikit-Learn, SciPy, Matplotlib,, PyTorch, Keras, NLTK, Sentry.
  • Data Analysis: Exploratory Data Analysis, Ensemble Methods, Strong Statistical Foundation, Model Development & Evaluation Metrics, Quantitative Methods, Google Analytics.

šŸ’žļø If you're looking for a data scientist with expertise in ML, DL, and NLP, let's connect! I'm eager to bring my passion and skills to your organization, driving innovation and creating actionable insights from data-driven solutions.

šŸ“« How to reach me ...

Soufiyane Ouali's Projects

automative-morrocan-arabic-speech-command-datset icon automative-morrocan-arabic-speech-command-datset

This repository contains the dataset for the first Arabic automotive speech recognition system, focusing on the Moroccan dialect. With 20 in-car commands meticulously selected to enhance safety and reduce distraction, it's tailored for Arabic speakers.

covid-19-predictions icon covid-19-predictions

study COVID-19 outbreak with the help of some basic visualizations techniques , Perform predictions and Time Series forecasting in order to study the impact and spread of the COVID-19 in comming days.

data_quality_app icon data_quality_app

powerful data preprocessing application that simplifies the task of preparing data for machine learning models.

data_science icon data_science

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

kmean-in-java icon kmean-in-java

this code provides a solid foundation for understanding the KNN algorithm and applying it to classification problems in Java

machine-learning-model icon machine-learning-model

This is the collection of my own machine learning model that i have built during my journu of learning Data science

matlab_project icon matlab_project

This is the collection of my own Matlab projet code ,hope it will help you

multitasking-using-c-languge- icon multitasking-using-c-languge-

multitasking program using two threads to simulate the operation of two robots. One robot processes pieces and places them on a table, while the other robot takes pieces from the table. Synchronization is achieved using semaphores.

sas_projects icon sas_projects

This is the collection of my own SAS utility macros/ sample code over my past 2 years of SAS programming and analysis experience from 2019 to 2021

text-mining-with-java icon text-mining-with-java

This is the collection of my own Text mining with Java projet that i have buil during my journy of learning the essentilals of NLP

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