Amit Singh – masterkeys

Gyan Bharatam: Laying the Foundation for Indian LLMs

September 17, 2025

From Manuscripts to Machines: Gyan Bharatam and the Digital Renaissance of India’s Knowledge Legacy rime Minister Narendra Modi launched the Gyan Bharatam Portal on Friday, a comprehensive digital platform designed to preserve and provide global access to India’s vast collection of ancient manuscripts. The initiative aims to digitize one crore manuscripts, representing what Modi described as the world’s largest…

Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Conversational AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management, DevOps, Cloud Computing, Artificial Intelligence, and neural networks. He previously earned top honors in his MCA.

masterkeys.in

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Artificial Intelligence and In-Demand AI Skills

August 12, 2025

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| AI, Generative AI, Machine Learning, Neural Networks

Transforming Today’s World Main Takeaway: Artificial intelligence (AI) empowers machines to perform complex cognitive tasks—learning, reasoning, perception, and decision-—driving innovation across industries. Mastery of AI skills—from foundational programming to advanced model development—unlocks transformative value for organizations and individuals, while rapidly growing AI-related job opportunities underscore the importance of lifelong AI learning. As AI reshapes industries worldwide, mastering both foundational…

Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Conversational AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management, DevOps, Cloud Computing, Artificial Intelligence, and neural networks. He previously earned top honors in his MCA.

masterkeys.in

Understanding Text Embeddings: From Words to Documents with Applications and Code

May 8, 2025

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| AI, Python

In the era of machine learning and natural language processing (NLP), it’s essential to convert human language into a format that machines can understand. Embeddings are a powerful technique for transforming text—whether words, sentences, or entire documents—into dense vector representations that preserve semantic meaning. This article explores different types of embeddings, their real-world applications, and how they form the…

Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Conversational AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management, DevOps, Cloud Computing, Artificial Intelligence, and neural networks. He previously earned top honors in his MCA.

masterkeys.in

Aligning Stakeholder Expectations with Product Launch Outcomes: Strategies for Success

September 7, 2024

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| Learnings, Uncategorized

Ensuring stakeholder expectations align with actual outcomes when launching a new product is critical for project success and satisfaction. Here’s how you can achieve this: 1. Clearly Define and Communicate Objectives Example: If stakeholders expect the product to capture a 10% market share in the first year, ensure this goal is clearly documented and communicated as a key deliverable….

Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Conversational AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management, DevOps, Cloud Computing, Artificial Intelligence, and neural networks. He previously earned top honors in his MCA.

masterkeys.in

9753

How Six Sigma Empowers Project Managers: Enhancing Efficiency, Reducing Risks, and Driving Success

September 7, 2024

| No Comments

| Learnings

Six Sigma, a data-driven methodology focused on improving processes and reducing defects, can be a powerful tool for project managers. By applying Six Sigma principles, project managers can enhance project quality, efficiency, and overall success.

Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Conversational AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management, DevOps, Cloud Computing, Artificial Intelligence, and neural networks. He previously earned top honors in his MCA.

masterkeys.in

95767

Understanding Asset Classes: Key Categories and Their Examples in Finance

July 18, 2024

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| Finance, Learnings

In finance, an asset class is a group of financial instruments that exhibit similar characteristics, behave similarly in the marketplace, and are subject to the same laws and regulations. Asset classes are important because they help investors diversify their portfolios to manage risk and return. Here are the main categories of asset classes with examples for each: 1. Equities…

Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Conversational AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management, DevOps, Cloud Computing, Artificial Intelligence, and neural networks. He previously earned top honors in his MCA.

masterkeys.in

4353

The Python print() Function – A Versatile Tool for Output

March 22, 2024

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| Learnings, Python

Mastering the Python Print Function: A Comprehensive Guide The Mighty print Function in Python The print function is a fundamental building block in Python, serving as the primary way to display output to the console. It’s a versatile function that can be used in various ways to control how your program’s messages are presented. Basic Usage: Before we delve…

Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Conversational AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management, DevOps, Cloud Computing, Artificial Intelligence, and neural networks. He previously earned top honors in his MCA.

masterkeys.in

768568

Dark Matter : What is Dark Matter

March 18, 2024

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| Learnings

Dark matter is a mysterious form of matter that does not interact with light or the electromagnetic field. Its existence is inferred from gravitational effects that cannot be explained by general relativity unless more matter is present than what we can observe. Here are some key points about dark matter: Remember, dark matter remains one of the most intriguing mysteries in astrophysics, and…

Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Conversational AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management, DevOps, Cloud Computing, Artificial Intelligence, and neural networks. He previously earned top honors in his MCA.

masterkeys.in

145645

0

User Input Selection in Python with timeout

March 17, 2024

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| Python

Below is a Python script that accomplishes the task as described in title. It lists all folders in a given directory, prompts the user to choose one, and defaults to the latest folder if no choice is made. It lists all folders in a given directory, prompts the user to choose one, and defaults to the latest folder (topmost)…

Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Conversational AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management, DevOps, Cloud Computing, Artificial Intelligence, and neural networks. He previously earned top honors in his MCA.

masterkeys.in

634

Identify and analyze blocking situations in Database { MSSQL}

February 28, 2024

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| IT

This code snippet utilizes SQL queries to identify and analyze blocking situations within a database management system (DBMS). It retrieves information about sessions, blocking sessions, and their execution details. Explanation of the DB Code: This code snippet utilizes SQL queries to identify and analyze blocking situations within a database management system (DBMS). It retrieves information about sessions, blocking sessions,…

Amit Singh

Dr. Amit is a seasoned IT leader with over two decades of international IT experience. He is a published researcher in Conversational AI and chatbot architectures (Springer & IJAET), with a PhD in Generative AI focused on human-like intelligent systems.

Amit believes there is vast potential for authentic expression within the tech industry. He enjoys sharing knowledge and coding, with interests spanning cutting-edge technologies, leadership, Agile Project Management, DevOps, Cloud Computing, Artificial Intelligence, and neural networks. He previously earned top honors in his MCA.

masterkeys.in

34564

Author: Amit Singh

Gyan Bharatam: Laying the Foundation for Indian LLMs

Artificial Intelligence and In-Demand AI Skills

Understanding Text Embeddings: From Words to Documents with Applications and Code

Aligning Stakeholder Expectations with Product Launch Outcomes: Strategies for Success

How Six Sigma Empowers Project Managers: Enhancing Efficiency, Reducing Risks, and Driving Success

Understanding Asset Classes: Key Categories and Their Examples in Finance

The Python print() Function – A Versatile Tool for Output

Dark Matter : What is Dark Matter

User Input Selection in Python with timeout

Identify and analyze blocking situations in Database { MSSQL}

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