Deep Learning Transformer models in MATLAB
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Updated
Sep 19, 2023 - MATLAB
Deep Learning Transformer models in MATLAB
Financial Domain Question Answering with pre-trained BERT Language Model
Deep Reinforcement Learning (DRL) stock trading system with LSTM-PPO, integrating technical indicators and FinBERT-based news sentiment analysis.
An AI-powered personal finance tracker to manage expenses, predict spending, and plan budgets using machine learning.
Notebooks for fine-tuning a BERT model and training a LSTM model for financial QA
Single-stock analysis using Python and local machine learning/ AI tools (Ollama, LSTM).
AI-powered algorithmic trading system that combines FinBERT sentiment analysis, spaCy NER, and TimeGPT forecasting to generate BUY/SELL/HOLD signals from real-time financial news.
Earnings Call Sentiment Analysis. This repository includes my work on extracting the focus area of companies from their earnings calls transcripts.
Sentiment Analysis On Financial News Headlines With BERT & FinBERT
Stock Sentinel is a web app providing stock market investors with sentiment analysis and news aggregation. It uses FinBERT for sentiment analysis and offers stock information, similar stocks suggestions, summaries, and news stories. With real-time insights, it helps users make informed investment decisions. Installation is easy with cloning, depend
An end-to-end Python implementation of Cao et al.'s (2025) HLPPL methodology for the identification of financial (asset price) bubbles. Implements 7-parameter Log-Periodic Power Law model fitting, confidence-weighted sentiment analysis, regime-dependent 'BubbleScore' fusion, and Transformer-based forecasting with a backtesting framework.
OSE Scientific Computing for Economists
Multi-agent (LangGraph + Claude) app that turns an earnings call into a source-attributed analyst brief: ingest - FinBERT tone + KPI-vs-consensus - SurpriseSignal - grounding check - delivery.
Interaction-centric behavioral modeling for earnings calls using multimodal neural fusion, text-audio divergence, and Q&A interaction dynamics.
Hands-on guide for sentiment analysis in quarterly conference calls
A Deep Learning Sentiment Analysis on News Headlines using FinBERT (Python)
Daily portfolio manager for a solo family office on Trade Republic
A Python-based pipeline for collecting Indian stock market news, mapping articles to NSE tickers, and performing FinBERT-based sentiment analysis with stock-wise trend visualization.
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