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followers: 25.0 following: 50.0 repos: 29.0 gists: 0.0

Name: Mohammad Fahad Al Rafi

Type: User

Company: Eastern Bank Ltd

Bio: Former Officer at Eastern Bank PLC. Fresh CSE Graduate, Interested in Software Engineering , Machine Learning and Deep Learning.

Twitter: Fahadar62Al

Location: Bangladesh

Hi there 👋

My name is Mohammad Fahad Al Rafi. I am a fresh graduate in Computer Science and Engineering at United International University in Bangladesh. Hard working and passionate about software development and data science. I am a team player and can lead a group with total composure.

My Interests

  • Back-end Web Development
  • Data Science
  • Machine Learning,Deep Learning

Connect:


Tools and Technologies I know

Front-End


Back-End


Databases


Data Science


Platforms


Research Experience

1 Bachelor Thesis: Predicting Irregular Sleeping Pattern from Social Media: A Psycholinguistic Analysis From Tweets

  • Supervisor: Dr. Md. Saddam Hossain Mukta, Associate Professor and Undergraduate Coordinator, United International University.
  • Domain: Machine Learning, Data Science, and Mental Health
  • Tools: Twitter API - Tweepy (Web Scraping), LIWC, Python, Tensorflow, Keras, Numpy, Pandas, Matplotlib, Seaborn, Sklearn, etc.
  • Models: Machine Learning Classifiers, BI-LSTM, BERT, 1D CNN, etc.

2 Review Paper: Social Media Research: A Review on User Behavior, and its Opportunities, Challenges and Future Research

  • Supervisor: Dr. Md. Saddam Hossain Mukta, Associate Professor and Undergraduate Coordinator, United International University.
  • Domain:Machine Learning, User Behavior, Recommendation Systems, Social Media, Behavioral Analysis

Github Stats:

Rafnarok's GitHub stats Top Langs

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Mohammad Fahad Al Rafi's Projects

healthstack-system icon healthstack-system

An online based platform for multiple hospitals. Provide immediate medical assistance to patients who require emergency treatment. Ability to track, monitor, and share a patient's health records between all hospitals. Patients can also see information regarding multiple hospitals and doctors, as well as take appointments via online.

irregular-sleeping-patterns icon irregular-sleeping-patterns

Predict whether a user is suffering from Irregular Sleeping Patterns (ISP) based on their social media interactions on Twitter. We identify users' ISP from their psycholinguistic characteristics and social media word usage patterns.

radon-real-estate-business icon radon-real-estate-business

Our System is a web-based application. It can be rendered across all browsers. There are 5 types of users in this system. Customer, Client, Marketing Admin, Finance-Accounts Admin, and Manager.

stroke-prediction icon stroke-prediction

Performance Comparison using Machine Learning Classification Algorithms on a Stroke Prediction dataset.

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