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
👋🏼 Hello there, I'm Ishan!
About me
Posts
portfolio
Kidney Disease Classification
Published:
Achieved 1st place at ACM MUJ Sigfest Datathon among 1,000 participants and 300 teams.
Developed a robust classification model for diagnosing kidney disease, achieving 98.06% accuracy on 12,446 images.
Conducted comparative analysis with deep learning models like VGG-16 and AlexNet.
Vanilla Chatbot
Published:
Built a simple chatbot using HuggingFace Transformers and Blenderbot 400M Distill.
Integrated with Gradio and deployed on HuggingFace Spaces for interactive use.
Live demo: https://huggingface.co/spaces/itsishan/simple-chatbot
Black-Scholes Options Pricing Tool
Published:
Developed a modular, containerized web app using FastAPI, Streamlit, and Docker.
Calculates and visualizes Black-Scholes option prices and Greeks with a clean, user-friendly UI.
GitHub repository: https://github.com/ishansmishra/black-scholes-options-pricing
publications
An Efficient Image Encryption Technique using Logistic Map and 2D-TCLM
Published in International Conference on Cyber Warfare, Security and Space Research (CCIS, vol. 1599), 2021
This paper presents an efficient image encryption method combining the Logistic map and 2D-TCLM, published in Springer’s CCIS series.
Recommended citation: Krishna Kumar, Satyabrata Roy, Umashankar Rawat, Ishan Mishra. (2021). "An Efficient Image Encryption Technique using Logistic Map and 2D-TCLM." International Conference on Cyber Warfare, Security and Space Research, CCIS, vol. 1599, pp. 87–96. Springer International Publishing.
Download Paper
Deep Video Analysis for Bacteria Genotype Prediction
Published in bioRxiv (preprint), 2024
This preprint explores how deep learning can predict bacterial genotypes from microscopy videos, highlighting phenotype-genotype relationships.
Recommended citation: Ali Dabouei, Ishan Mishra, Kuwar Kapur, Chengzhi Cao, Andrew A. Bridges, Min Xu. (2024). "Deep Video Analysis for Bacteria Genotype Prediction." bioRxiv. https://doi.org/10.1101/2024.09.16.613253
Download Paper