Energy Load Prediction System
Published:
Developed a machine learning system to forecast energy consumption patterns, achieving 92% accuracy for 24-hour predictions using ARIMA, XGBoost, and LSTM models.
Posts by Collection
portfolio
NLP Pipeline for Quotation Extraction
Published:
Engineered an end-to-end NLP pipeline for extracting quotes, identifying speakers, and classifying entities from unstructured text documents.
Protein Language Models for Biological Insights
Published:
Leveraging protein language models and graph neural networks to predict protein properties and interactions for drug discovery applications.
ScenicBayMapper
Published:
An interactive mapping application for discovering and navigating to scenic locations around the Bay Area with personalized recommendations.
Expo v1
Published:
An open-source framework for building universal native apps with React that runs seamlessly on Android, iOS, and the web.
Audio App
Published:
A modern Next.js application for audio processing and playback with a sleek UI and advanced features.
H&M Fashion Recommendation System
Published:
A machine learning recommendation system for H&M products, using collaborative filtering and content-based approaches.
Yelp Restaurant Recommendations with GNNs
Published:
A Graph Neural Network (GNN) based recommendation system for restaurants using the Yelp dataset.
Notion RAG
Published:
A Retrieval-Augmented Generation (RAG) system that leverages Notion data for AI-powered question answering and knowledge retrieval.
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). http://apratim-mishra.github.io/files/paper1.pdf
talks
Talk 1 on Relevant Topic in Your Field
Published:
Example for talks.
teaching
Teaching experience 1
, , 1900
Example for teaching. <!– This is a description of a teaching experience. You can use markdown like any other post.