Hello There,
I have a profound practical knowledge in Machine learning, Deep learning, Computer vision, and NLP. Kindly find below a brief description of my skills and past projects. Waiting to discuss the job role with you.
About me
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I'm an Information engineer mainly interested in Machine learning & Deep learning along with the two major applications: NLP and CV. I have 5 years of experience in the field of computer science in addition to 3+ years in AI/Machine learning and NLP. Thus, you can expect a well informed Academic base that provides essential theoretical knowledge of advanced deep learning topics.
Previous experience
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I've dealt extensively with various AI/Machine learning topics:
-Deep learning: CNN/RNN/LSTM/GRU/VAE/DCGANs/RGANs/MLP/Bert/GPT-2 with various combinations between them.
-NLP: Word embedding/BOW/POS/Sentiment analysis/Regex/NER
-CV: Image segmentation/classification/enhancement
-Machine learning: SVM, KNN, Linear regression, Random Forest
In addition to the theoretical knowledge, I've worked on many projects utilizing these concepts, mentioned here are some of them:
-Information parsing from job application documents (NLP)
-Twitter emoji prediction (BLSTM/NLP)
-Language driven navigation system (NLP/LSTM/CNN)
-CV data extraction (NLP/ML) -Detecting and correcting attacks on power systems (VAE/LSTM/GRU)
-Multi-agent reinforcement learning for Autonomous vehicles cooperation tasks (RL/Q-learning)