The Rise of AI

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One-Click Deployment

Personal Interactive Virtual Assistant

Personal Interactive Virtual Assistant

This Personal Interactive Virtual Assistant leverages Whisper for text to speech, ChatGPT for answering, and Bark for speech to text, evolving to a multi-modal, personalized assistant that integrates with daily tools, revolutionizing how individuals interact with technology.

Ethan Steininger

23 Aug 2023 · 1 min read

Personalized Media Production

Personalized Media Production

This AI-powered creative studio redefines media production by intelligently crafting content that resonates with diverse audiences, making it a groundbreaking solution in the entertainment and advertising industries.

Ethan Steininger

23 Aug 2023 · 1 min read

Intelligent Virtual Sales Assistant

Intelligent Virtual Sales Assistant

Excerpt: This virtual assistant enhances online shopping by integrating chat interaction, product visualization, and intelligent summarization.

Ethan Steininger

23 Aug 2023 · 1 min read

Voice-Activated Content Creation

Voice-Activated Content Creation

This solution transforms voice commands into visual and audio content, streamlining content creation.

Ethan Steininger

23 Aug 2023 · 1 min read

Accessible Video Summarizer

Accessible Video Summarizer

This platform makes education inclusive by transcribing, summarizing, and converting text to speech.

Ethan Steininger

23 Aug 2023 · 1 min read

Content Localization

Content Localization

Combining translation, text generation, and image creation enables tailored marketing across different cultures.

Ethan Steininger

23 Aug 2023 · 1 min read

Automated Customer Support

Automated Customer Support

This system unites voice-to-text, AI-driven conversation, and speech synthesis to revolutionize customer service.

Ethan Steininger

23 Aug 2023 · 1 min read

What are Vector Embeddings and How are They Used in A.I?

What are Vector Embeddings and How are They Used in A.I?

Vector embeddings are a critical component in the world of machine learning and AI. These are mathematical representations of words or documents that enable the computer to interpret, compare, and

Ethan Steininger

22 Aug 2023 · 4 min read

Retrieval Augmented Generation (RAG): Enhancing Contextual Responses in AI Models

Retrieval Augmented Generation (RAG): Enhancing Contextual Responses in AI Models

Retrieval-Augmented Generation (RAG) represents an exciting frontier in artificial intelligence, bridging information retrieval and text generation to answer questions by finding relevant information and synthesizing responses in a coherent and contextually rich way.

Ethan Steininger

22 Aug 2023 · 3 min read

Daisy Chaining Machine Learning Models for End-to-End Facial Recognition

Daisy Chaining Machine Learning Models for End-to-End Facial Recognition

In this article, we will explore how an engineer can leverage a series of pre-trained machine-learning models to create a comprehensive facial recognition system. This system will be capable of

Ethan Steininger

30 Jun 2023 · 2 min read

Real-Time Fraud Detection using SageMaker and LightGBM

Real-Time Fraud Detection using SageMaker and LightGBM

Deploying a real-time fraud detection system using SageMaker and PyTorch involves data preprocessing, training a LightGBM model, and deploying it on SageMaker for predictions. This end-to-end guide offers a robust solution to detect fraudulent activities swiftly.

Ethan Steininger

15 Jun 2023 · 3 min read

Building a Deepfake Detection System using SageMaker

Building a Deepfake Detection System using SageMaker

Build a deepfake detection system using Mesonet and AWS SageMaker. This tutorial covers model deployment, inference pipeline creation, and future steps for fine-tuning.

Ethan Steininger

15 Jun 2023 · 2 min read

Guides

Set Up and Run OpenAI's CLIP on Amazon SageMaker for Inference

How to deploy and run OpenAI's CLIP model on Amazon SageMaker for efficient real-time and offline inference.

Ethan Steininger

2 Jun 2023 · 3 min read