DIGI SPIRITS

Artificial Intelligence &

Machine Learning System

Design Services We Offer

Zero-Shot Fake News Detection using Multilingual Transformer Models

 Multilingual system that flags fake news without
labeled data. Implements XLM-R (Hugging Face), PyTorch, Scikit learn

Emotion-Aware Conversational AI using Multimodal Sentiment Fusion

 Chatbot that senses emotion from text + speech
and responds empathetically. Built using Rasa, Hugging Face, Librosa, and Python.

Explainable AI for Black-Box Models using Interactive Visual Narratives

Interactive tool explaining AI decisions with visual
dashboards. Uses Python, SHAP, LIME, and Streamlit.

Adaptive AI Tutor: Personalized Learning Path Recommendation using Reinforcement Learning

Personalized tutor recommending study paths
based on performance. Uses Reinforcement Learning with Python, TensorFlow/Keras, and Gym.

Federated Learning for Edge Devices with Dynamic Resource Allocation

Collaborative training where devices share weights, not raw data. Simulated with Python, TensorFlow Federated, and PySyft

Multimodal Knowledge Graph Assistant: Integrating Text, Image, and Audio for Contextual Search

A search assistant integrating text, image, and audio for contextual answers. Built with Python, Hugging Face, PyTorch, and NetworkX.

Wanna See Our Latest Work?

Discover our latest projects and see our creative vision in action!