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Muhammad Rehan

Machine Learning / Natural Language Processing Engineer


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About Me

Currently, I am working as a ML/NLP Engineer (Freelancer). I graduated from COMSATS University in 2018 with a degree of Bachelors in Electrical Engineering. With the growing trend towards Artificial Intelligence and automation, I developed interest in the field of AI and Machine Learning.

I have experience in Machine Learning, Deep Learning. I have worked on tasks like text classification (Intent Classification, Hate Speech Detection, Sentiment Analysis, Fake News Detection) and Deployment. I have good programming skills in Python, NLTK, Keras, Scikit-Learn, Numpy, and Pandas.

I have proficiency in Data Extraction, Cleaning and Building Ai models.

Experience

ScorpionAI

Data Analyst with ML,NLP

  • Data Scrapping and Web Scraping
  • Data Labeling and Preparation
  • Data Collection and Aggregation

    • Freelancer

    ML/NLP Engineer

  • Developed Deep Neural Network Model
  • Data Preprocessing and Feature Engineering
  • Text Classification
  • Intent Classification and Named Entity Recognition

    • Projects

    Chatbot


    A chatbot developed using seq2seq encoder-decoder



    View on Github

    Topic Modeling


    Topic Modelling using LDA, NMF: In this notebook i have discussed Topic Modelling and implemented Both models on Research Dataset


    View on Github

    Sentiment Analysis

    Twitter Sentiment Analysis, Preprocessing using SPACY, TF, ML algorithms


    View on Github

    Text-Classification-RNN-LSTM

    Text Classification using Recurrent Neural Networks (RNN-LSTM) and Google News Word2Vec


    View on Github

    PreTrained VGG16

    Image Classification using Tensorflow Pretrained Model VGG16



    View on Github

    Salary Prediction FLASK Deployment

    Using FLASK framework, made ML model api and Deployed. For more details CLICK "View on Github".


    View on Github

    Skills

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