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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, NLP, and real-world business problems from scratch in the Python tech stack. 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.


Ahmed Shahriar Sakib's Projects

academic-projects icon academic-projects

Collection of my undergraduate (BScSE, 2016-2019, AIUB) academic projects (and thesis)

ahmedshahriar icon ahmedshahriar

Please visit https://ahmedshahriar.com to know more about me!

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-adtech icon awesome-adtech

😎An awesome list of awesome adtech things curated by the community.

awesome-bangla-ai icon awesome-bangla-ai

কৃত্রিম বুদ্ধিমত্তার তত্তীয় বা ব্যাবহারিক বিষয় গুলো নিয়ে বাংলায় প্রকাশিত রিসোর্স সমুহের তালিকা।

bd-medicine-scraper icon bd-medicine-scraper

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

bd-ponno icon bd-ponno

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

boom-2.0 icon boom-2.0

A simple multiplayer FPS game powered by UNet service Made with Unity3d Game Engine

burnout-tweets-scraper icon burnout-tweets-scraper

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

customer-churn-prediction icon customer-churn-prediction

Extensive EDA of the IBM telco customer churn dataset, implemented various statistical hypotheses tests and Performed single-level Stacking Ensemble and tuned hyperparameters using Optuna.

deedy-resume icon deedy-resume

A one page , two asymmetric column resume template in XeTeX that caters to an undergraduate Computer Science student

depression-tweets-scraper icon depression-tweets-scraper

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

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