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Hi there πŸ‘‹ I'm Justin Seby,

A computer science professional with a strong background in polyglot software engineering, Machine Learning, AI (NLP) and cybersecurity.

  • ⚑ Fun fact: I strongly believe in the Chaos theory: Even in unpredictable environments with seemingly random oddities and irregularities lies a predictable & sensible pattern not seen initially.

πŸ“« Connect with me on these platforms.

Justin Seby | Linkedin Justin Seby | Twitter Justin Seby | Kaggle

Justin Seby's Projects

airline-review-sentiment-analysis icon airline-review-sentiment-analysis

This system depicts how sentimental analysis can be appealed to airlines recommendation systems to make ideal suggestions. In this case i used airline reviews to extract their emotions.Then performan intelligent processing technique to extract the true meanings of the people’s comments andto decide and classify them in terms of positive, negative or neutral thus to know the majorityof people like or dislike the desired sector of the airline

analysis-of-political-corpus icon analysis-of-political-corpus

The project explores a range of NLP tasks, including text analysis, sentiment analysis, entity recognition, and more, to uncover patterns and insights in the data.

classifier_resume icon classifier_resume

This project focus on classifying resumes into different categories( I Industries). The classification is based on various aspects like the industry that the candidate was applying to, the candidate's technical skills, etc.

corona-ml icon corona-ml

The experiments have been conducted on the collected data related to COVID 19 tweets from all over the world. This study was conducted to understand how people from different infected countries cope with the situation.

custom-machine-learning-pipeline_-diabetes- icon custom-machine-learning-pipeline_-diabetes-

The objective of the dataset is to diagnostically predict whether or not a patient has diabetes, based on certain diagnostic measurements included in the dataset. Several constraints were placed on the selection of these instances from a larger database. In particular, all patients here are females at least 21 years old of Pima Indian heritage.

custombot_spam_bert icon custombot_spam_bert

This project is a step-by-step exploration of building a chatbot from scratch, integrating advanced functionalities and addressing ethical considerations.

eda-iris icon eda-iris

"Iris" dataset, Originally published at UCI Machine Learning Repository is m,ainly used for testing out machine learning algorithms and visualizations (for example, 2D, 3D Scatter Plot)

eda_and_statistics_for_medical_costs icon eda_and_statistics_for_medical_costs

EDA and Statistics for medical costs. Initial checks involes with the following process.1.Find the shape of the data,data type of individual columns 2.Check the presence of missing values 3.Descriptive stats of numerical columns 4.Find the distribution of numerical columns and the asssociated skeweness and presence of outliers 5.Distribution of categorical columns

fakenewsdetection icon fakenewsdetection

This project aims to design a system for Automatic Fake News Identification. The basis for fake news detection in stream of like news threads, where a news has a title and its associated body text consists in assessing the consistency between the title and message content.

freecodecamp icon freecodecamp

freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.

how-washing-hands-saved-lives-in-1800s icon how-washing-hands-saved-lives-in-1800s

This ML project is based on Semmelweis data. Semmelweis only published his data as long tables of raw data, but he didn't show any graphs nor confidence intervals. The medical community largely rejected his discovery and in 1849 he was forced to leave the Vienna General Hospital for good. One reason for this was that statistics and statistical arguments were uncommon in medical science in the 1800s. If he would have had access to the analysis we've just put together he might have been more successful in getting the Viennese doctors to wash their hands. This project is focus on the effect of handwashing With the data loaded we can now look at the proportion of deaths over time.

image-to-pencil-sketch icon image-to-pencil-sketch

Convert jpg into a pencil sketch. After reading the image, converting the original image to grayscale. Then, Converting the image into a pencil sketch using OpenCv.

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