Cracking the Code: Understanding the Scores behind popular LLM Leaderboards
Overview In the ever-evolving landscape of artificial intelligence, large language models (LLMs) have emerged as one of the most...
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Oct 23, 20234 min read
ML Inference Pipeline with Celery and Redis
How we architected a scalable ML inference pipelines - using Celery and Redis to handle complex routing
Oct 19, 20232 min read
Introducing LIME: A New Way Framework for LLM Evaluation
Introducing LIME: A LLM evaluation framework using custom and domain specific datasets using 3 different scoring methods
Oct 13, 20235 min read
Analysis of Watermark Removal Models
Watermark Removal using Deep Image Priors The integration of watermarks into digital images has become a common practice for various...
Jul 18, 20233 min read
Leveraging GPT-J for Information Extraction: Insights from Our Experiments
Overview of GPT-J In the rapidly evolving field of natural language processing (NLP), the adoption of powerful transformer models like...
Jul 11, 20234 min read
How to Create a Seamless Customer Experience From Start to Finish: Beyond the Shopping Cart
Enhancing the customer experience beyond shopping With consumers changing how they purchase and engage with a brand, retailers have...
Apr 26, 20234 min read
Exploring the Power of Clustering in Machine Learning: How Can It Improve Your Data Analysis?
There are a variety of ways to create a new machine learning model. Supervised learning is the simplest of these learning processes, but...
Apr 5, 20232 min read
How Can Grocery Retailers Stay Competitive in the Age of Omni-channel?
Retail giants like Amazon’s ability to effectively address the ever-changing customer demands has enabled it to make its mark in the...
Mar 7, 20231 min read
The Ultimate Git Commands Cheatsheet We Use Everyday
Yes even with code generators we all need git everyday. So outside of the regular git commit and pull / push here are things we all get...
Feb 20, 20235 min read
BERT + OAMine for Product attribute Extraction
Problem Statement: Given a text obtained from a product image in an E-commerce site, we want to extract different attributes from the...
Feb 7, 20233 min read
How Can AI Enhance the Future of Fashion eCommerce?
eCommerce is changing retail rapidly and the significance of displaying an extensive collection of products is overshadowed by the...
Jun 7, 20222 min read
How Can DataPorts Enhance the Connectivity of Interconnected Applications?
Retailers today struggle with managing all of the product content necessary to publish and maintain their online product catalog....
May 19, 20212 min read
Streamlining SSH Setup with Google Cloud (GCP): A Guide for Software and DevOps Engineers
In the ever-evolving landscape of cloud computing, the ability to securely and efficiently manage virtual machines is paramount. Google...
Aug 13, 20204 min read
Enhancing Customer Loyalty: The Impact of AI in Today's Business Landscape
The expectations of consumers today from their favorite brands has increased ten-fold, and with big companies such as Amazon providing...
Aug 17, 20183 min read
3×3 filters in Convolution Networks- A popular choice
An overview of Convolution filters and why 3x3 filters are optimal for image processing suing CNNs
Feb 20, 20133 min read
Approaching Stock-Out: 5 ways to Prevent the Out-of-Stock Problem and Boost Sales
Managing inventory and predicting sales is a difficult process for every retailer. Customers hate it when an item isn't in stock and they...
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