Financial AI Assistant

An intelligent platform for market forecasting, personalized portfolio optimization, and sentiment analysis.

Explore Features View on GitHub

Core Features

News Analysis & Tagging

Aggregates financial news and performs sentiment analysis and tagging for sector/stock filtering.

Stock Prediction Tool

Advanced Deep Learning models (MAMBA) analyze historical patterns and forecast short-term movements.

Monte Carlo Simulation

Estimates potential price trajectories and risk levels using statistical simulations.

Portfolio Optimizer

Reinforcement Learning agent recommends personalized asset allocations and rebalancing strategies.

RAG Context Tool

Uploads financial documents to vector store, enabling AI to provide context-aware answers via LLM.

Project Documents

Bil-Yap 495

Project Proposal

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Project Specifications

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Analysis Report

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High-Level Design

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Bil-Yap 496

Low Level Design

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Test Plan Report

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Project Constraints and Impacts Report

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Final Report

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Team

Akif Emre Reis

221401020
akifreis@mail.com

Can Gürcüoğlu

221401016
gurcuoglucan1@gmail.com

Adil Kaygın

221401003
kayginadil@gmail.com

Hüseyin Arda Tuz

221404032
ardatuz4@gmail.com

Ali Berk Karaarslan

221401010
abkaraarslan7@gmail.com