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Amogh Targe's Projects

algorithmic-trading-quant icon algorithmic-trading-quant

Unsupervised Learning Trading Strategy, utilizing S&P 500 stocks data to master features, indicators, and portfolio optimization nad leverage the power of social media with the Twitter Sentiment Investing Strategy. And Intraday Strategy will introducing the GARCH model

asl-prediction icon asl-prediction

The goal of this project is to detect and translate American Sign Language (ASL) into text. The goal is making AI more accessible for the Deaf and Hard of Hearing community.

asuratube icon asuratube

Video Sharing web-app made with React.Js, Node.Js and RestAPI, Redux, JWT Cookie Authentication.

graphify icon graphify

Graphify | W | Java, Swing for GUI · Interactive setup, user can click to make nodes and drag to create edges. Animation using Swing to show shortest path according to Dijkstra’s algorithm.

imc-prosperity icon imc-prosperity

For the algorithmic trading challenge, you will be writing and uploading a trading algorithm class in Python, which will then be set loose on the island exchange. On this exchange, the algorithm will trade against a number of bots, with the aim of earning as many SeaShells (the currency of the archipelago) as possible.

kafka-youtubewatcher icon kafka-youtubewatcher

Streams out live data of Youtube videos by Kafka by Confluent Cloud via ksqlDB , and sends custom notifications by Telegram

kanban-board icon kanban-board

An interactive Kanban board application using React JS that interacts with the provided API and organises tasks according priority.

novel-scrapping icon novel-scrapping

This program uses web scraping using BeautifulSoup to extract the text from a website and then uses Named Entity Recognition (NER) to find the name of the main character, MC using spacy.

qoala-ocr icon qoala-ocr

Web app to maintain student information through ID card image which would be extracted by google vision api & parsed the relevant information to be processed, filtered, grouped and do CRUD operations. Data will be stored in firebase storage.

quicksql icon quicksql

Designed and Implemented a web-based application capable of running SQL queries and displaying the results of said query. The application must include a space which accepts SQL queries in the form of user inputs, then runs the given query, and displays the result within the application.

ragbot icon ragbot

Building Generative AI application using Retrieval Augmented Generation(RAG) using Mistral 7B LLM, LangChain orchestration framework & In memory vector database FAISS (Facebook AI Similarity Search)

snakeai-dql icon snakeai-dql

Applied Deep Q-learning algorithm to train Snake game. Built everything from scratch using Pygame and PyTorch.

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