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2026

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Development of an Intelligent Conversational Assistant for Semantic Exploration of Scientific Articles

This case study walks through building an AI-powered chatbot for semantic search across scientific literature, using the arXiv dataset as the testing ground. It covers the NLP techniques behind the search and the conversational interface built on top.

Machine Learning

Semantic Search

NLP

Research

Chatbot

arXiv

FAISS

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Articles(3 articles)

Development of an Intelligent Conversational Assistant for Semantic Exploration of Scientific Articles

Development of an Intelligent Conversational Assistant for Semantic Exploration of Scientific Articles

Machine Learning-Based Algorithmic Trading System for Crypto Markets

A three-phase research project that evolves from Stefan Jansen's classic LightGBM trading workflow to a GRU + Attention deep learning architecture fusing technical, on-chain, and NLP sentiment signals for crypto markets.

Intelligent Bank Fraud Detection System

A machine learning prototype that flags fraudulent credit card transactions with a Random Forest classifier, tackling a real-world dataset where fraud makes up barely 0.17% of all activity.