Posts by Collection

portfolio

Stats: AB Testing with Python

Evaluating landing page performance versus previous version using statistical methods. A rigorous test essential for serious business.

ML: AlexNet Implementation from Scratch

Implement AlexNet, a deep learning architecture, to classify sport images into 5 sports categories.

NLP: Amazon Reviews Sentiment Analysis

Sentiment analysis of Amazon reviews using VADER and RoBERTa models, with evaluation via regression metrics and error analysis.

ML: Asteroid Danger Prediction

Predicting asteroid danger using stacked ensemble models based on size, speed, and distance data from space agencies.

ML: Covid-19 Detection

Using a CNN algorithm to analyze lung scans and detect signs of Covid-19 quickly and accurately.

Viz: Covid Map Visualization

An interactive Tableau map showing Covid-19 cases across different regions.

Analysis: Customer Cohort

Conduct a customer cohort analysis to gain insights into evolving customer behavior over time.

CompVis: Exercise Rep Tracker

A computer vision-based system that tracks bicep curl repetitions by analyzing joint angles in real time.

CompVis: Face Recognition

A real-time face recognition system that stores a database of faces and identifies them in video streams. Widely used for employee attendance systems.

ML: Fashion Item Classification

A simple convolutional neural network trained to classify fashion items.

ML: Gender Classification with SHAP

A machine learning project exploring SHAP for feature interpretability in gender classification. Visualizes feature contributions for transparent model predictions.

NLP: Hate Speech and Offensive Language Detection

Using LSTM to detect offensive language and hate speech in tweets. The model learns patterns of harmful content through diverse datasets.

Viz: Kaggle Survey 2022 EDA

Analysis and visualization of the Kaggle 2022 Data Science Survey, revealing patterns and trends.

ML: Movie Recommendation System

A movie recommendation system combining content and collaborative filtering to suggest movies tailored to your preferences and broaden your cinematic horizons.

CompVis: Parking Spot Detection

A weekend project using computer vision to detect if parking spots are empty.

Viz: Interactive Sales Dashboard by Tableau

An interactive sales dashboard presenting key metrics and insights visually for stakeholders.

NLP: Suicide Ideation Detection Using Tweets

A model to identify potential suicide ideation in tweets using sentiment analysis and a pre-trained DistilBERT model. Includes interpretation with SHAP.

ML: Supermarket Customer Segmentation

Using k-means clustering to group customers by behavior for targeted marketing.

ML: Temperature Forecasting with Python

Using Meta’s Prophet algorithm for time series forecasting—a data crystal ball analyzing past patterns to predict future trends.

publications

Paper Title Number 1

Published in Journal 1, 2009

This paper is about the number 1. The number 2 is left for future work.

Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Download Paper | Download Slides | Download Bibtex

Paper Title Number 2

Published in Journal 1, 2010

This paper is about the number 2. The number 3 is left for future work.

Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
Download Paper | Download Slides

Paper Title Number 3

Published in Journal 1, 2015

This paper is about the number 3. The number 4 is left for future work.

Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
Download Paper | Download Slides

Paper Title Number 4

Published in GitHub Journal of Bugs, 2024

This paper is about fixing template issue #693.

Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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Paper Title Number 5, with math \(E=mc^2\)