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Abhir Karande's Projects

hackmitco2platform icon hackmitco2platform

Frontend repository for HackMIT project. A gamified social platform for tracking individual carbon footprints.

hackmitco2platformbackend icon hackmitco2platformbackend

Node.js microservice web server built for the IBM Cloud. Used for routing to Cloud Firestore Firebase database.

ivy icon ivy

The Unified Machine Learning Framework

llm-vm icon llm-vm

LLM infrastructure for developers

mlsmartexercisetracker icon mlsmartexercisetracker

A functioning exercise tracker that makes use of accelerometer sensor data and an onboard machine learning model to display what exercise is being done.

multiarmbandits icon multiarmbandits

Creating and comparing algorithms that employ Gaussian Reward Noise to multi-arm bandits

naoobjectrecognition icon naoobjectrecognition

Scripts that allow the NAO Humanoid Robot to classify various objects via a camera image processing and convolutional neural network

nlpmodelcomparison icon nlpmodelcomparison

I made logistic regression (Machine Learning), recurrent neural network (Deep Learning), and Lexicon (Rule-Based) models. Compared them for accuracy and efficiency.

rescue-drone icon rescue-drone

Software for search and rescue in a simulated drone environment in ROS

sealevelriseprediction icon sealevelriseprediction

Auto-regressive integrated moving average (ARIMA) model for long and short term water level prediction

sentimentandwordcommonalitytooltool icon sentimentandwordcommonalitytooltool

A tool that analyzes a piece of text that is submitted to a text GUI for the occurrence count of each word and the sentiment percentage for the text as a whole.

tranad icon tranad

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

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