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In 2013, I embarked on a once-in-a-lifetime journey to the Maha Kumbh Mela, an extraordinary spiritual event held every 12 years at the Sangam—the confluence of the Ganga, Yamuna, and the mythical Saraswati rivers at Prayagraj. My nomadic yearly ritual of taking 1-2 weeks off for bike adventures had already taken me to various corners…
In 2013, I embarked on an unforgettable bike journey to the Maha Kumbh Mela at Prayagraj, a once-in-12-years spiritual gathering at the confluence of the Ganga, Yamuna, and Saraswati rivers. Riding my trusted Bajaj Avenger, I covered 700 km from Gurgaon, stopping briefly in Noida and Kanpur before reaching Prayagraj. The sight of illuminated pandals,…
Managing encoded data in files is a frequent challenge, especially when dealing with XML, JSON, or other structured file types. URL-encoded characters like %20 (for spaces) or %3F (for question marks) can make data unreadable and difficult to process. Python provides a seamless way to handle these issues by decoding URL-encoded characters and replacing specific text efficiently. Two decades…
Replacing data within files on Linux platforms like ubuntu, is a common task for system administrators, developers, and anyone who frequently works with large files. Whether you’re cleaning up unwanted data, replacing any typo error, modifying configuration files, or handling encoded data, understanding how to efficiently replace data in files is crucial in servers. For…
In today’s data-driven world, machine learning (ML) plays a crucial role in extracting valuable insights from massive datasets. Often, this data resides in Hadoop Distributed File System (HDFS) and is queried and processed using Apache Hive. I’ve spent ~20 years in the tech industry, working alongside organisations to navigate the complexities of technological change. I…
In the era of big data, machine learning (ML) drives innovation. Vast data volumes demand robust processing frameworks. Hadoop, with its distributed computing and storage capabilities, empowers ML workflows on massive datasets. For over two decades, I’ve been igniting change and delivering scalable tech solutions that elevate organizations to new heights. My expertise transforms challenges into…
Databases are at the core of modern applications, powering everything from small blogs to large-scale enterprise systems. Two primary database types dominate the landscape: SQL (Structured Query Language) and NoSQL (Not Only SQL). Each has its strengths, weaknesses, and ideal use cases. For over two decades, I’ve been at the forefront of the tech industry, championing innovation, delivering…
In the world of data processing and analytics, schemas define the structure, relationships, and constraints of the data. Two paradigms dominate this landscape: Schema-on-read and Schema-on-write. These approaches are critical to how data is ingested, stored, and queried, and their application can significantly affect performance, flexibility, and usability in various scenarios. Over two decades in the tech corporate…
As businesses collect increasing amounts of data, the challenge of storing and managing it efficiently grows. Data lakes and data warehouses have become essential for modern data strategies, providing organizations with robust solutions to process and analyze their data. While both serve critical roles, their design, functionality, and use cases differ. For over two decades,…
As data continues to grow at an exponential rate, businesses face the challenge of efficiently storing and analyzing diverse datasets. Data lakes and data warehouses have become essential components of modern data architectures, and technologies like Hadoop and NoSQL play a pivotal role in their implementation. Two decades in the tech world, I have spearhead groundbreaking innovations, engineer scalable…
Real-time data streaming is transforming how businesses process and analyze information. With technologies like Apache Kafka, Hadoop, and NoSQL databases, you can build powerful, scalable systems to handle real-time data streams. With 20 years of experience driving tech excellence, I’ve redefined what’s possible for organizations, unlocking innovation and building solutions that scale effortlessly. My guidance…
Web crawling frameworks have revolutionized how we collect data from websites, making the process faster and more efficient. However, choosing the right framework depends on your specific needs, including website complexity, data format, and interactivity. For over two decades, I’ve been igniting change and delivering scalable tech solutions that elevate organizations to new heights. My…
Sometimes, even the most meticulously planned experiences take unexpected and frustrating turns. It was December 2016, and our spirits were high as we embarked on a 10-day road trip to Rajasthan, culminating in a grand New Year celebration in Udaipur. We had planned every detail to perfection, reserving a room at Hotel Rajdarshan near Hathipole…
Data is the new oil, and in today’s tech world, businesses are swimming in oceans of structured, semi-structured, and unstructured data. With 20 years of experience driving tech excellence, I’ve redefined what’s possible for organizations, unlocking innovation and building solutions that scale effortlessly. My guidance empowers businesses to embrace transformation and achieve lasting success. Traditional…
Processing large datasets efficiently with Hadoop is a common task in data-driven industries. With the mrjob library in Python, you can write and run MapReduce jobs on Hadoop clusters or locally. The best part? You can access data stored in various storage systems like local file systems, AWS S3, Google Cloud Storage, and HDFS. For over two…
QR codes have rapidly evolved from a functional tool into a branding powerhouse. By customizing QR codes with logos, colors, and shapes, you can create a distinctive brand identity while enhancing customer engagement. Two decades in the tech world have seen me spearhead groundbreaking innovations, engineer scalable solutions, and lead organizations to dominate the tech…
In this tech concept, we delve into how Hadoop tackles processing datasets that traditional methods of storage and processing simply cannot handle, showcasing its groundbreaking approach to data challenges. Original Tech Concept: Hadoop and NoSQL: Breaking the Shackles of Traditional Databases>> When dealing with massive datasets, like log files or large text collections, extracting actionable…
Web crawling and parsing are transformative techniques that unlock the power of the web, enabling us to collect and interpret vast amounts of data. These methods serve as the foundation for everything from search engines to cutting-edge, data-driven tools, innovative tech solution. With over two decades in the tech world, I had drove innovation, engineered…
Web crawling and parsing are transformative techniques that unlock the power of the web, enabling us to collect and interpret vast amounts of data. These methods serve as the foundation for everything from search engines to cutting-edge, data-driven tools, shaping how we extract value from the digital world. With over two decades in the tech…
Web crawling and parsing are powerful tools that drive innovation and efficiency across various industries. By automating data collection and analysis, they unlock endless possibilities for businesses and developers alike. With two decades in the tech world, I have spearhead groundbreaking innovations, engineer scalable solutions, and lead organisations to dominate the tech landscape. When businesses…
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