Articles by

Karthik Shiraly

Chain-of-Thought Prompting — Improve Accuracy by Getting LLMs to Reason

LLMs can generate more accurate answers by reasoning out difficult problems and questions. Find out how to unlock this power using chain-of-thought prompting.

Karthik Shiraly

August 15, 2023

How to Train and Deploy Vicuna and FastChat LLMs

Explore how the Vicuna and FastChat models from LMSYS fare on various language tasks and learn how to fine-tune and deploy them for your business needs.

Karthik Shiraly

August 21, 2023

NLP in Finance for Banking and Finance Professionals

Can GPT-4 make your life as a finance or banking employee easier? Learn how GPT-4 and NLP can be used in finance to increase revenues and streamline workflows.

Karthik Shiraly

August 21, 2023

AI21 vs. GPT-3: Head-to-Head on Practical Language Tasks

Come aboard the large language model revolution with our deep dive on AI21 vs. GPT-3 for business use cases like ad copy generation and math proof generation.

Karthik Shiraly

August 15, 2023

A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

A technical guide to using BERT for extractive summarization on lectures that outperforms other NLP models

Karthik Shiraly

August 15, 2023

See GPT-J vs. GPT-3 Go Head-to-Head on Popular Language Tasks

See a comparison of GPT-3 vs. GPT-J, a self-hosted, customizable, open-source transformer-based large language model you can use for your business workflows.

Karthik Shiraly

August 21, 2023

SOTA Semantic Segmentation vs. Instance Segmentation: Insights, Implementations, and Recommendations

Discover how transformer networks are revolutionizing image and video segmentation, and get insights on modern semantic segmentation vs. instance segmentation.

Karthik Shiraly

February 13, 2023

Building Production-Grade spaCy Text Classification Pipelines for Business Data

Unlock the full potential of spaCy with this guide to building production-grade text classification pipelines for business data.

Karthik Shiraly

January 29, 2023

BART Text Summarization vs. GPT-3 vs. BERT: An In-Depth Comparison

We compare 12 AI text summarization models through a series of tests to see how BART text summarization holds up against GPT-3, PEGASUS, and more.

Karthik Shiraly

August 15, 2023

How to Implement TensorFlow Facial Recognition From Scratch

Get a simple TensorFlow facial recognition model up & running quickly with this tutorial aimed at using it in your personal spaces on smartphones & IoT devices.

Karthik Shiraly

December 8, 2022

Solving Modern Document Classification Challenges With Deep Learning | SOTA Document Classification Use Cases

Explore accurate classification algorithms using the latest innovations in deep learning, computer vision, and natural language processing.

Karthik Shiraly

December 7, 2022

Latest Advances in Video-Based Human Activity Recognition | Modern HAR in Video & Images

Learn what human activity recognition means, how it works, and how it’s implemented in various industries using the latest advances in artificial intelligence.

Karthik Shiraly

December 5, 2022

What is Intelligent Document Processing (IDP) & How You Can Get Started Automating Document Data Extraction

Explore the application of intelligent document processing (IDP) in different industries and dive in-depth on intelligent document pipelines.

Karthik Shiraly

November 20, 2022

Purchase Order vs. Invoice: A Deep Dive on Similarities and Differences

Get a comprehensive overview of a purchase order vs. invoice, including when businesses use each, what information goes in them, and more.

Karthik Shiraly

September 22, 2022

Use Automated 3-Way Invoice Matching to Streamline Your Accounting Practices

Dive deep into 3-way invoice matching, including how it works, eight benefits for your business, and the problems with doing it manually.

Karthik Shiraly

September 2, 2022

How Computer Vision in Agriculture Is Boosting Productivity and Yields

Smart farming using computer vision and deep learning provides the most promising path forward in the slow-moving industry of agriculture.

Karthik Shiraly

August 17, 2022

Ai Automated Ball Tracking for Players and Coaches of Golf, Soccer, Cricket, and More

Apply AI to your favorite sport with this guide. Learn how automated ball tracking can change the game for coaches and players.

Karthik Shiraly

August 16, 2022

Cut Invoice Processing Time to Just 3 Seconds With This Invoice OCR Tool

iscover an invoice OCR tool that will revolutionize the way you handle invoices. There’s no human intervention needed & a dramatically lower per-invoice cost.

Karthik Shiraly

May 19, 2022

How Automated Invoice Matching Saves Your Business Money and Time

Instead of invoice matching taking upwards of a week, it could take mere seconds with the proper automation solution. Learn more here.

Karthik Shiraly

May 11, 2022

Automate Your Invoice Processing With Invoice Data Capture Software

Manual and template-based invoicing are riddled with low accuracy and required human intervention. Learn how to systematically eliminate these issues with the right invoice data capture software.

Karthik Shiraly

August 26, 2022

Automate Your Invoice Processing: Extract Data From Invoices in 6 Easy Steps

Automating the extraction of data from invoices can reduce the stress of your accountants by finding inaccuracies, digitizing paper invoices, and more.

Karthik Shiraly

April 13, 2022

AI in Nutrition: How Technology Is Transforming What We Eat

Learn about modern applications of AI in nutrition, from food identification using deep neural network segmentation to estimating calories and nutrition.

Karthik Shiraly

March 29, 2022

The Best Ways To Extract Text From Images Without Tesseract (Python)

Understand how to extract text from images via Python without Tesseract and how we execute robust text extraction and document understanding for your business.

Karthik Shiraly

March 15, 2022

How LTV Prediction Can Improve Sales & Marketing Strategies

Learn how lifetime value or LTV prediction can improve your marketing strategies. Then, discover the best statistical & machine learning models for your predictions.

Karthik Shiraly

February 15, 2022

How Context-Aware Recommender Systems Can Help You Increase Conversions Quickly

With a context-aware recommender system, you can plan ways to recreate some of the contextual conditions that persuade them to buy more from you.

Karthik Shiraly

December 9, 2021

Technical Evaluation of Modern Machine Learning In Medical Imaging

Find out how machine learning in medical imaging is transforming the healthcare world and making it more efficient with three use cases.

Karthik Shiraly

November 15, 2021

Technical Review Of Modern Machine Learning In Healthcare Informatics

Discover ways that machine learning in health care informatics has become indispensable. Review the results of two case studies and consider two key challenges.

Karthik Shiraly

November 15, 2021

4 Advanced Uses of Data Mining and Machine Learning in Cybersecurity

Data mining and machine learning in cybersecurity enable businesses to ensure an acceptable level of data security 24/7 in highly dynamic IT environments. Learn how data security is getting increasingly automated.

Karthik Shiraly

November 10, 2021

5 Steps to Integrate a Product Recognition System Into Your Business

Product recognition software has tremendous potential to improve your profits and slash your costs in your retail business. Find out just how useful it is.

Karthik Shiraly

September 29, 2021

Big Data and the Powerful Business Impacts It Has in 2021

Big data has evolved from hype to a crucial part of scaling your organization in every modern industry. Learn more about how big data is transforming organizations and providing business impacts.

Karthik Shiraly

May 5, 2022

Top 3 Benefits and Uses of NLP in Education

Learn how natural language processing can benefit everybody involved in education from individual students and teachers to entire universities and mass testing agencies.

Karthik Shiraly

November 10, 2021

Best Practices in Data Lake Implementation

In this practical guide, you'll get to know the principles, architectures, and technologies used for building a data lake implementation.

Karthik Shiraly

June 22, 2022

How Machine Learning in Biology Is Advancing the Biotech Industry

Find out how machine learning in biology is accelerating research and innovation in the areas of cancer treatment, medical devices, and more.

Karthik Shiraly

November 10, 2021

How Machine Learning in Oil and Gas Is Slashing Costs

Machine learning algorithms are helping the oil and gas industry cut costs and improve efficiency. We'll show you how.

Karthik Shiraly

September 29, 2021

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Ai & machine learning consulting company focused on increasing revenue for clients. We specialize in data science and deep learning development that give businesses a better understanding of their revenue streams and building tools to make them more profitable.
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