ahmedshahriar
Software Engineer, an expert in data analytics, machine learning, web scraping & automation. Kaggle Master.
University of WaterlooOntario, Canada
Pinned Repositories
Academic-Projects
Collection of my undergraduate (BScSE, 2016-2019, AIUB) academic projects (and thesis)
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
Scrapy Mongodb Djongo integrated API that scrapes popular e-commerce sites (10+) from Bangladesh
BOOM-2.0
A simple multiplayer FPS game powered by UNet service Made with Unity3d Game Engine
burnout-tweets-scraper
A Scraper that scrapes '#burnout' tweets daily powered by GitHub action and snscrape (stopped at June 30,2023)
depression-tweets-scraper
A Scraper that scrapes '#depression' tweets daily powered by GitHub action and snscrape (stopped at June 30,2023)
HR-Management-System
PulsePoint-Data-Analytics
EDA, data processing, cleaning and extensive geospatial analysis on a selenium based web scraped dataset
TwitterCelebrityMatcher
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
youtube-comment-scraper
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
ahmedshahriar's Repositories
ahmedshahriar/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)
ahmedshahriar/youtube-comment-scraper
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
ahmedshahriar/depression-tweets-scraper
A Scraper that scrapes '#depression' tweets daily powered by GitHub action and snscrape (stopped at June 30,2023)
ahmedshahriar/TwitterCelebrityMatcher
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
ahmedshahriar/Academic-Projects
Collection of my undergraduate (BScSE, 2016-2019, AIUB) academic projects (and thesis)
ahmedshahriar/HR-Management-System
ahmedshahriar/burnout-tweets-scraper
A Scraper that scrapes '#burnout' tweets daily powered by GitHub action and snscrape (stopped at June 30,2023)
ahmedshahriar/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate
My notes and assignments on DeepLearning.AI TensorFlow Developer Professional Certificate
ahmedshahriar/bd-ponno
Scrapy Mongodb Djongo integrated API that scrapes popular e-commerce sites (10+) from Bangladesh
ahmedshahriar/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.
ahmedshahriar/PulsePoint-Data-Analytics
EDA, data processing, cleaning and extensive geospatial analysis on a selenium based web scraped dataset
ahmedshahriar/eda_basketball
ahmedshahriar/Seradam
An e-commerce web-based project where people can see a comparison list of prices of branded products from various retailers online. It is specialized in meta-searching and UX along with common features of an e-commerce system.
ahmedshahriar/ahmedshahriar
Please visit https://ahmedshahriar.com to know more about me!
ahmedshahriar/coding-interview-university
A complete computer science study plan to become a software engineer.
ahmedshahriar/IBM-Data-Science-Professional-Certification
This repository contains all the assignments given in IBM Data Science Professional Certification.
ahmedshahriar/IBM-Machine-Learning-Professional-Certificate
ahmedshahriar/kaggle-notebooks
Collection of my competition notebooks on Kaggle
ahmedshahriar/Sentiment-Analysis
Sentiment Analysis Projects
ahmedshahriar/sleepQA-LLM
ahmedshahriar/Telco-Customer-Churn-Prediction-Streamlit-App
This streamlit app predicts the churn rate using Gradient Boosting models (XGBoost, Catboost, LightGBM) on IBM Customer Churn Dataset
ahmedshahriar/Time-Series-Projects
Collection of my Time series Analysis Projects
ahmedshahriar/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
ahmedshahriar/dev-resources
A collaborative list of resources for developers
ahmedshahriar/Housing-Price-Prediction
Data science project on Housing Prices Dataset regression analysis
ahmedshahriar/machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
ahmedshahriar/realworld
"The mother of all demo apps" — Exemplary fullstack Medium.com clone powered by React, Angular, Node, Django, and many more 🏅
ahmedshahriar/remote-jobs
A list of semi to fully remote-friendly companies (jobs) in tech.
ahmedshahriar/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
ahmedshahriar/tech-interview-handbook
💯 Curated interview preparation materials for busy engineers