Blogs

Optimizing GPU Utilization on Amazon EKS with NVIDIA Time Slicing

Written by Maxime Roth Fessler, DevOps & Backend Developer at TrackIt Deploying Graphics Processing Unit (GPU) workloads on Kubernetes clusters often raises a key question: How can multiple applications or pods share the same GPU without overprovisioning or...

Pipedrive to AWS ACE: Serverless CRM Integration

Managing sales pipelines across multiple platforms can quickly become inefficient, requiring duplicate data entry in both internal CRM systems and external partner portals. This is a common challenge for companies working within cloud partner programs, where...

Agentic AI vs. Small Language Models (SLMs): Concepts, Differences, and Integration

With the rise of autonomous systems and lightweight AI models, two terms are increasingly discussed in technical circles: Agentic AI and Small Language Models (SLMs). While both are shaping the next wave of intelligent applications, they serve fundamentally different...
Optimizing AWS Media Pipelines for Cost Savings

Optimizing AWS Media Pipelines for Cost Savings

Written by Antoine Maillard, Full Stack Engineer and Security Engineer The demand for high-quality video content is at an all-time high. As businesses expand their reach through Video-on-Demand (VOD) and live streaming services, managing operational costs becomes...

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Movie Summarization Pipeline Using Large Language Models

Movie Summarization Pipeline Using Large Language Models

This resource offers a comprehensive overview and technical guidance for setting up a movie summarization pipeline utilizing multiple AWS services, including the AWS suite of Large Language Models (LLMs) provided through Bedrock. Intended for solution architects,...

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Bridging the Data Gap in Retail with the Gen AI Chatbot

Bridging the Data Gap in Retail with the Gen AI Chatbot

In today's data-driven retail environment, the significance of data insights cannot be overstated. Each transaction, customer interaction, and digital engagement generates valuable data that can be leveraged to provide better consumer experiences or services. Despite...

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7 Generative AI Use Cases for Media & Entertainment

7 Generative AI Use Cases for Media & Entertainment

Written by Adithya Bodi, Demand Generation Manager Generative Artificial Intelligence (AI) has emerged as a transformative force in the field of media and entertainment, reshaping traditional paradigms and ushering in a new era of creativity and efficiency. The...

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Building a Video Upscaling AI using Amazon SageMaker

Building a Video Upscaling AI using Amazon SageMaker

TrackIt launched a proof-of-concept (POC) project to delve into the potential of video upscaling. Utilizing Amazon SageMaker, the primary objective was to develop a super-resolution video AI that seamlessly integrates advanced machine learning techniques to elevate...

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