Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Book Review: Not Quite Dead Yet
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Book Review: Between Two Fires
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Book Review: Bloodsworn Saga
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Book Review: Chain-Gang All-Stars
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Book Review: Blood Over Bright Haven
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Book Review: Piranesi
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Book Review: Project Hail Mary
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Book Review: All the Sinners Bleed
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Book Review: Empire of Silence
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Why I Hate Windows: A Personal Rant
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I hate Windows with passion and will not dilly-dally. Here are the reasons:
Public Officials’ Pay, Minimum Wages, and Corruption: What the Data Shows
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Amid the salary increase for DPR, I collected data from several countries on four things:
From Windows to Linux
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Rethinking the Use of “Toxic Workplace”
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Proving the Pareto Principle with Data
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The Real Cost of Too Many Meetings
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Is an iPhone Really Worth 139 Working Days?
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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).
Download Paper
Paper Title Number 5, with math \(E=mc^2\)
Published in GitHub Journal of Bugs, 2024
This paper is about a famous math equation, \(E=mc^2\)
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
Download Paper
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.