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Achievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Sharkx3

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ahmedshahriar/README.md

Hello there

Ahmed Shahriar Sakib's LinkedIn ahmed__shahriar | Twitter Ahmed Shahriar Sakib's Kaggle Profile

ahmedshahriar


I’m Ahmed Shahriar Sakib. I’m a Software Engineer, an expert in data analytics, machine learning, web scraping, and automation.

I have experience in working with back-end technologies, web scraping, natural language processing, and real-world business problems from scratch. Currently, I am doing my MASc in Management Science and Engineering at the University of Waterloo. My research focuses on Data Analytics, Machine learning, and NLP including large language models, for analyzing design activity.

🔵 My CV - Ahmed Shahriar Sakib's CV
🔵 List of my featured Projects - ahmedshahriar.com/portfolio
🔵 Kaggle notebooks - kaggle.com/ahmedshahriarsakib/code
🔵 Kaggle datasets - kaggle.com/ahmedshahriarsakib/datasets\

Featured Publication

Identifying Insomnia from Social Media Posts: Psycholinguistic Analyses of User Tweets [JMIR (IF-5.80), Link - https://doi.org/10.2196/27613]

Where we built an insomnia prediction model from users’ psycholinguistic patterns, i.e., word usage, semantics, and their Big5 personality traits as derived from tweets.

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  1. TwitterCelebrityMatcher TwitterCelebrityMatcher Public

    Match celebrity users with their respective tweets by making use of Semantic Textual Similarity on over 900+ celebrity users' 2.5 million+ scraped tweets utilizing SBERT, streamlit, tweepy and FastAPI

    Python 14 2

  2. bd-medicine-scraper bd-medicine-scraper Public

    Scrapy-Django PostgreSQL integrated API with Proxy IP configuration that scrapes all medicine data (meds, prices, generics, companies, indications) from Bangladesh (30k+ pages)

    Python 47 11

  3. PulsePoint-Data-Analytics PulsePoint-Data-Analytics Public

    EDA, data processing, cleaning and extensive geospatial analysis on a selenium based web scraped dataset

    HTML 5 1

  4. depression-tweets-scraper depression-tweets-scraper Public

    A Scraper that scrapes '#depression' tweets daily powered by GitHub action and snscrape (stopped at June 30,2023)

    Python 25 13

  5. bd-ponno bd-ponno Public

    Scrapy Mongodb Djongo integrated API that scrapes popular e-commerce sites (10+) from Bangladesh

    Python 5 2

  6. youtube-comment-scraper youtube-comment-scraper Public

    This script will dump youtube video comments to a CSV from youtube video links. Video links can be placed inside a variable or list or CSV

    Jupyter Notebook 39 13