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Charaka Abeywickrama's Projects

campaign-contract icon campaign-contract

Kickstart inspired project using Ethereum smart contacts and react, based on the Udemy course from Stephen Grider.

chatgpt-business-helper icon chatgpt-business-helper

A platform that allows businesses to connect social accounts & provide business details. The platform uses ChatGPT API to automatically answer customer inquiries based on the provided knowledge base.

football-lstm-betting icon football-lstm-betting

This project aims to predict the inplay betting odds for football matches using deep learning models. The models take the historical odds data from the Betfair exchange as input and predict the last traded prices for the next time interval.

football-ml-betting icon football-ml-betting

This is a machine learning-based project for optimizing football betting. It uses statistical strategies to predict match outcomes and applies betting strategies like the Kelly Criterion. The framework allows for easy testing of various strategies and maintains a record of betting history and bankroll progression.

knowledge-base-search icon knowledge-base-search

This project provides an efficient and scalable solution to search and query a large knowledge base of documents. It allows users to search for information easily by leveraging advanced NLP techniques like BERT embeddings

shopifyxdiscord-bot icon shopifyxdiscord-bot

A Node JS based discord bot that interacts with the Shopify API to get Shopify store data. For example we may request weekly sales data from the bot.

supply-chain-contract icon supply-chain-contract

A simple proof of concept model for a Supply Chain Management contract, that allows a producer to create a new product, and consumers to monitor the transfer of ownership of the product

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