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Lokeshwaran Arunachalam's Projects

aframe icon aframe

:a: web framework for building virtual reality experiences.

box icon box

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build-a-virtual-world---examples icon build-a-virtual-world---examples

This activity will help your Club build your first VR experience! But first you need to get your members excited about Web VR and A-Frame.

chat_bot_farmers icon chat_bot_farmers

Developed a Chat-bot to help small-scale farmers using Retrieval Augmented Generation (RAG). Based on farmer query related information were collected from vector database using Cosine similarity. The retrieved information and query were passed to GPT-3.5-turbo LLM model to get the response for farmers query.

economics_reinforcement_learning icon economics_reinforcement_learning

The project compares impact of Universal Basic Income (UBI) and Conditional Cash Transfer (CCT) on productivity and social welfare using multi-agent reinforcement learning in AI-economist simulation.

farming_planning_excel icon farming_planning_excel

A farmer wishes to plan production on his 200 acre farm over the next five years based on some criteria. Linear Discrete Optimisation is used to find optimise solution using Advanced Excel

human_preference_prediction icon human_preference_prediction

Developed a human preference prediction model using DeBERTa transformer and DNN model. The prompt and responses of different LLM models were given a score by the user. The model has to find the score based on prompt and response of the LLM model based on human preference

kframe icon kframe

:package: Kevin's collection of A-Frame components and scenes.

konterball icon konterball

Konterball is a single or 2-player virtual reality game, built for the web as a Google VR Chrome Experiment.

london-fire-incident-data-engineering-analysis icon london-fire-incident-data-engineering-analysis

London fire incident data is ingested using Azure Data Factory and stored in Azure Data Lake. The Azure Databricks is used to preprocess the data. The preprocessed data is stored in azure data lake which is used by Power BI to visualize data.

nfl-powerbi icon nfl-powerbi

Power BI dashboard for the National Football League (NFL) dataset

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