Ahmed Shahriar Sakib's repositories
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)
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
depression-tweets-scraper
A Scraper that scrapes '#depression' tweets daily powered by GitHub action and snscrape (stopped at June 30,2023)
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
Academic-Projects
Collection of my undergraduate (BScSE, 2016-2019, AIUB) academic projects (and thesis)
burnout-tweets-scraper
A Scraper that scrapes '#burnout' tweets daily powered by GitHub action and snscrape (stopped at June 30,2023)
DeepLearning.AI-TensorFlow-Developer-Professional-Certificate
My notes and assignments on DeepLearning.AI TensorFlow Developer Professional Certificate
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.
PulsePoint-Data-Analytics
EDA, data processing, cleaning and extensive geospatial analysis on a selenium based web scraped dataset
Time-Series-Projects
Collection of my Time series Analysis Projects
ahmedshahriar
Please visit https://ahmedshahriar.com to know more about me!
coding-interview-university
A complete computer science study plan to become a software engineer.
Housing-Price-Prediction
Data science project on Housing Prices Dataset regression analysis
IBM-Data-Science-Professional-Certification
This repository contains all the assignments given in IBM Data Science Professional Certification.
kaggle-notebooks
Collection of my competition notebooks on Kaggle
Sentiment-Analysis
Sentiment Analysis Projects
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
AI-Assisted-Protocol-Analysis-in-Design-Research
Code repository for the paper "Towards AI-Assisted Protocol Analysis in Design Research: Automating Question Labeling with GPT-4 According to Eris' (2004) Taxonomy."
dev-resources
A collaborative list of resources for developers
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
remote-jobs
A list of semi to fully remote-friendly companies (jobs) in tech.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tech-interview-handbook
💯 Curated interview preparation materials for busy engineers