AI Research Mar 2025

Tool Calling Experiment

Experimental framework for enhancing LLM capabilities through dynamic tool integration, exploring function calling patterns, tool selection strategies, and error recovery mechanisms.

Python OpenAI API LangChain Anthropic Claude +2 more

LLM Function Calling AI Tools

View Project Details

AI Research Mar 2025

Multi-Agent Architecture

A distributed multi-agent system where specialized AI agents collaborate, communicate, and coordinate to solve complex tasks that exceed the capabilities of individual agents.

Python LangChain AutoGen Ray +2 more

Multi-Agent Systems AI Architecture Distributed Systems

View Project Details

Machine Learning Feb 2025

Multi-Model Integration Dashboard

A comprehensive analytics dashboard that integrates multiple machine learning models for real-time monitoring, performance comparison, ensemble predictions, and continuous learning across diverse data sources.

Python React FastAPI PostgreSQL +3 more

MLOps Dashboard Model Integration

View Project Details

Education Technology Jan 2025

Student Progression with GraphRAG

An intelligent learning analytics system that uses GraphRAG to track student learning journeys, identify knowledge gaps, and provide personalized recommendations based on concept relationships and learning pathways.

Python Neo4j LangChain React +2 more

Education Technology GraphRAG Learning Analytics

View Project Details

AI Research Dec 2024

GraphRAG

A graph-based Retrieval-Augmented Generation system that leverages knowledge graphs to enhance contextual understanding and improve LLM responses through structured relationship mapping.

Python Neo4j LangChain OpenAI API +1 more

RAG Knowledge Graphs LLM

View Project Details

AI Research Nov 2024

Causal Graph Learning

A framework for discovering causal relationships from observational data and constructing causal graphs that enable counterfactual reasoning and intervention analysis for robust decision-making.

Python PyTorch NetworkX DoWhy +2 more

Causal Inference Machine Learning Graph Theory

View Project Details

Education Technology Oct 2024

ALAP - Automated Learning Assessment Platform

Designed and implemented an intelligent platform for automated assessment of learning outcomes. Features include adaptive testing, performance analytics, and personalized feedback systems.

Python Django React PostgreSQL +2 more

Education Technology Machine Learning Web Development

View Project Details

AI Research Sep 2024

Survey on Explainable AI for Traditional Machine Learning and Domains

Published in ACM Computing Surveys (2026), this comprehensive survey reconceptualizes explainability as a reflexive, system-level property spanning the entire ML lifecycle, introducing a cognitively grounded taxonomy and lifecycle-centric architecture for XAI.

Python Pandas NetworkX Matplotlib +2 more

XAI Research Literature Review

View Project Details

Machine Learning Aug 2024

Explainable AI (XAI) Framework

Built a comprehensive framework for making machine learning models interpretable and transparent. Implemented various XAI techniques including SHAP, LIME, and feature importance analysis.

Python SHAP LIME TensorFlow +1 more

XAI Machine Learning Python

View Project Details

Machine Learning Jun 2024

AutoML Platform

Developed an automated machine learning platform that streamlines the model development process. Features include automated feature engineering, hyperparameter optimization, and model selection algorithms.

Python Scikit-learn XGBoost Optuna +1 more

Machine Learning Python AutoML

View Project Details

Deep Learning Apr 2024

Stock Market Forecasting System

Created a sophisticated stock market prediction system using time series analysis and deep learning models. Achieved 15% improvement in prediction accuracy compared to traditional methods.

Python TensorFlow PyTorch Prophet +2 more

Time Series Deep Learning Finance

View Project Details

Natural Language Processing Feb 2024

Personality Detection from Text

Developed an NLP-based system that analyzes text to predict personality traits using machine learning algorithms. Processed large datasets and achieved 85% accuracy in personality classification.

Python BERT spaCy Transformers +2 more

NLP Machine Learning Text Analysis

View Project Details

Healthcare Technology Dec 2023

Ultrasound Training Simulator

Created an innovative virtual reality-based training simulator for medical ultrasound procedures. Combines computer vision and haptic feedback for realistic training experience.

Unity C# Python OpenCV +2 more

Computer Vision VR/AR Healthcare

View Project Details

No projects found

Try adjusting your filters or search terms to find what you're looking for.