aryamaansaha
5th-year undergraduate in IIT Madras, persuing a Bachelor's in Bioengineering and a Master's in Data Science
Pinned Repositories
AmEx-credit-default-challenge
This repository contains the code and report for the American Express Data Analytics Challenge. The task was to develop a model pipeline capable of accurately predicting credit card defaulting in customers. Placed among the top 10 teams in the competition.
balance-sheet
Clothing cost sheet which takes in price/quantity values and outputs the total amount dynamically using ReactJS interface.
Biostatistics
code_snippets
cvi-rl-games
This repository contains code for reinforcement learning algorithms in Pytorch.
image-captioning-dl
This repository features a visual encoder-decoder architecture enhanced with attention. Its primary function is to annotate images with concise and descriptive captions, making it a powerful tool for generating short, informative textual summaries for a wide range of visual content.
low-light-mosquito-detection-hackathon
This repository contains the code and report for the Low Light Mosquito Detection Hackathon. The task was to develop a model pipeline capable of accurately detecting and classifying mosquitos (into six classes) in images taken under low light conditions.
neural-machine-translation
This repository contains Jupyter notebooks implementing neural machine translation models to convert German and French sentences to English using RNN-based encoder-decoder models.
sentiment-analysis-dl
This repository contains Jupyter notebooks implementing sentiment analysis using RNN-based encoder models.
time-series-coffee
This repository contains a course project done in the course titled "Advanced Business Analytics" as a part of Denmark Technical University (DTU)
aryamaansaha's Repositories
aryamaansaha/AmEx-credit-default-challenge
This repository contains the code and report for the American Express Data Analytics Challenge. The task was to develop a model pipeline capable of accurately predicting credit card defaulting in customers. Placed among the top 10 teams in the competition.
aryamaansaha/balance-sheet
Clothing cost sheet which takes in price/quantity values and outputs the total amount dynamically using ReactJS interface.
aryamaansaha/Biostatistics
aryamaansaha/code_snippets
aryamaansaha/cvi-rl-games
This repository contains code for reinforcement learning algorithms in Pytorch.
aryamaansaha/employeeattrition
This repository contains code that was used to predict employee attrition using machine learning methods.
aryamaansaha/image-captioning-dl
This repository features a visual encoder-decoder architecture enhanced with attention. Its primary function is to annotate images with concise and descriptive captions, making it a powerful tool for generating short, informative textual summaries for a wide range of visual content.
aryamaansaha/Image-Predictor-Flask
The website (not in deployment currently) uses a pretrained Dense Net 121 to classify images that a user uploads.
aryamaansaha/low-light-mosquito-detection-hackathon
This repository contains the code and report for the Low Light Mosquito Detection Hackathon. The task was to develop a model pipeline capable of accurately detecting and classifying mosquitos (into six classes) in images taken under low light conditions.
aryamaansaha/neural-machine-translation
This repository contains Jupyter notebooks implementing neural machine translation models to convert German and French sentences to English using RNN-based encoder-decoder models.
aryamaansaha/sentiment-analysis-dl
This repository contains Jupyter notebooks implementing sentiment analysis using RNN-based encoder models.
aryamaansaha/sign-up-form
A basic sign-up page in ReactJS, without any backend.
aryamaansaha/time-series-coffee
This repository contains a course project done in the course titled "Advanced Business Analytics" as a part of Denmark Technical University (DTU)
aryamaansaha/gazetteer-entity-parser
Rust library for parsing and resolving entity values based on a gazetteer