Amin Taheri

Amin Taheri

MSc in Computer Science @ MUN
Bioinformatics & Natural Language Processing & Computer Vision
Python, Tensorflow, Keras

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Biography

As a kid, I wanted to be a neurosurgeon, teacher, scientist at the same time. But, also, the brain, as the most complex system, inspires me. So, I want to become an Artificial Intelligence Engineer. Sounds funny, right? I think AGI (Artificial General Intelligence) goes through the intersection of Natural Language Processing and Computer vision with lending some tricks from Reinforcement Learning.

My research focuses on applying Machine Learning methods to find insights into bacterial genes.

I love to be better 1% at a time and be more productive every day. I have a taste for Philosophy and Psychology, and Personal Development.

Research Interest

Machine Learning
Deep Learning
Bioinformatics

Education

Memorial University of Newfoundland and Labrador (MUN)
Azad University Central Tehran Branch (IAUCTB)
National Organization for Development of Exceptional Talents (NODET)

Projects

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Medisightai screenshot

MediSightAi Website

MediSightAi is a startup at Genesis offering HealthTech solutions

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React - Nextjs - Tailwind - Netilfy

BacTermFinder

Bacteria-agnostic Comprehensive Terminator Finder using a CNN Ensemble

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Python - CNNs - Bioinformatics

ESG Analysis with Transformers

Sustainability and societal impact of an investment in a business

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Pytorch - Sentence Transformers

Single Face Extractor

Single Face Extractor script

Extracting a set frames that only have a single face in it

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Python - OpenCV - RetinaFace

Face Quality Assessment

Score based Face Quality Assessment

An implementation of a paper for assessing face quality

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Python - OpenCV - CNN - LBP

Churn Customers Prediction

Churn Customers - Deep learning

Predincting wheter a customer leave bussiness or not

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Python - Tensorflow - Keras

Personal Website

This personal website! Featuring all social handles and my projects overview

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GitHub Pages - Jekyll - Bootstrap - jQuery

blog screenshot

My Blog

I have many ideas I want to share with you. Yes you! Specially you!

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GitHub Pages - Jekyll - Bootstrap - jQuery

Deep learning Stanford CS230 notes

My notes when auditing Andrew Ng's and Kian Katan Course

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Python - Tensorflow - Keras - Markdown

Deep NLP Persian NER

Persian NER with Deep Learning

Named Entity Recognition for Persian with bi-LSTM CRF

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Python - Keras - LSTM - CRF

IMDB Review GPT-2

IMDB reviews sentiment analysis with GPT2

Classifying sentiment of reviews with GPT-2 pretrained language model

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Python - Transformers - Language Models - HuggingFace

diabetes detection deep learning webapp

Diabetes Detection Webapp

A responsive webapp deployed on cloud, for detecting diabetes from Pima Indian dataset with ML + DL

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Python - Scikit Learn - Keras - Stramlit - Heroku

Let's Get In Touch!

Are interested in my work? Do you have any feedback? That's great! Give me a call or send me an email and I will get back to you as soon as possible!