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
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
1.Demystifying Attention: Building Core Mechanisms of Transformers in PyTorch
A from-scratch PyTorch implementation of core transformer components including self-attention, masked attention, and multi-head attention following the seminal Attention Is All You Need paper.
11.Customer Churn A/B Test Dashboard (Tableau)
A Tableau dashboard that visualizes customer churn experiment outcomes, retention patterns, and demographic segmentation from A/B test results.
12.Netflix Content Insights Dashboard (Tableau)
A Tableau analytics dashboard exploring Netflix content performance, genre-level trends, and global distribution insights.
2.Character-Level GPT: Lightweight GPT-Style Transformer
A nanoGPT-inspired character-level transformer model to study tokenization, autoregressive decoding, and small-data generative modeling behavior.
3.Prompt Engineering Strategies for Dialogue Summarization (FLAN-T5)
Comparative evaluation of zero-shot, one-shot, and few-shot prompting techniques on dialogue summarization, revealing one-shot prompting as the most efficient for lightweight FLAN-T5 models.
4.RAG-Based Question-Answering System (Gemini + Chroma Vector DB)
A Retrieval-Augmented Generation system using Gemini LLM, Chroma vector DB for embeddings with metadata, and LangGraph for iterative retrieval and improved answer grounding.
5.Energy Consumption Forecasting Engine (Causal ML + Time-Series Modeling)
An end-to-end forecasting system employing Transformers, XGBoost, Random Forests, Prophet, and DoWhy causal inference to model large-scale energy consumption patterns.
6.Mobile Health Time-Series Classification Framework (1D-CNN, LSTM, Conv-LSTM)
A 98%-accuracy human activity recognition pipeline using classical ML and deep time-series architectures including Conv-LSTM for rich temporal modeling.
7.Credit Risk Modeling & Real-Time Loan Scoring (Gradio Deployment)
A production-ready Random Forest credit scoring system achieving ~90% accuracy, deployed via Gradio for interpretable, real-time financial risk assessment.
9.Contrastive Learning for Anomaly Detection in Patient Behavior
A Siamese neural network using contrastive loss to detect anomalous patient sensor patterns, achieving 98% detection accuracy after balancing and optimization.
10.GAN-Based Data Augmentation for Skin Lesion Classification
A DCGAN-based data augmentation pipeline for dermatoscopic images, improving model accuracy by 15% and reducing overfitting through realistic synthetic image generation.
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
Published:
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
Published:
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.