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Storing images efficiently is a critical decision in application development. Should you keep them in a database as BLOBs (Binary Large Objects) or store them in a filesystem/cloud storage and reference them via paths? Each approach has trade-offs in performance, scalability, cost, and maintenance. With 20 years of experience driving tech excellence, I’ve redefined what’s
Companies today are drowning in policy documents, employee handbooks, and compliance guidelines—but finding specific answers quickly remains a challenge. What if employees could simply ask questions in natural language and get accurate, instant responses from an AI trained on your exact documents? In my 20-year tech career, I’ve been a catalyst for innovation, architecting scalable
In today’s fast-paced corporate environment, employees often have questions about company policies—from attendance rules to leave entitlements and codes of conduct. While traditional intranets and HR portals provide static information, generative AI offers a more interactive way to access policy information. For over 20 years, I’ve been building the future of tech, from writing millions
Riding Darsy the Horse 🐎 -Thought nothing could top the thrill of riding a Harley Davidson… but I was wrong. Horse riding is a whole new league — a royal feeling of power and grace! They say, “If you can control a horse, you can command anything — be it employees, a team, or life
AI continues to revolutionize how we solve complex problems, and model fine-tuning plays a key role in this transformation. Whether you’re building smarter chatbots, domain-specific vision models, or personalized LLMs, fine-tuning lets you customize powerful pretrained models with significantly fewer resources. Over the last 20 years, I’ve gone beyond coding mastery—championing strategic leadership that propels
Fine-tuning large language models has revolutionized natural language processing (NLP) by allowing us to adapt powerful pretrained models to specific use cases. Whether you’re building a domain-specific chatbot, sentiment classifier, or text summarizer, fine-tuning helps bridge the gap between generic language understanding and task-specific performance. For over two decades, I’ve gone from crafting millions of
As AI continues its rapid evolution, the demand for faster, lighter, and smarter model customization is at an all-time high. Fine-tuning has emerged as a go-to strategy to adapt pretrained models to specific domains or tasks without starting from scratch. For over 20 years, I have led transformative initiatives that ignite innovation, build scalable solutions.
As AI adoption skyrockets across industries, selecting the right GPU becomes a critical success factor. NVIDIA’s RTX 50 Series, powered by the groundbreaking Blackwell architecture, delivers versatile and powerful GPUs optimised for a wide range of AI workloads — from fast inference to efficient fine-tuning and limited full model training. For over 20 years, I’ve
As AI continues to reshape industries, choosing the right GPU is no longer a luxury—it’s a strategic necessity. NVIDIA’s RTX 40 Series, built on the Ada Lovelace architecture, delivers next-generation power for developers, startups, and AI enthusiasts looking to scale inference, fine-tune large models, and even train them from scratch. With over 20 years in
If you’re building a machine for AI model fine-tuning with PyTorch, TensorFlow, or HuggingFace, choosing the right CPU can feel overwhelming. While the GPU does most of the heavy lifting, your CPU still plays a crucial supporting role—especially in data loading, model orchestration, and multitasking during long training loops. For over 20 years, I’ve been a catalyst of
Like me, if you’re building a high-end desktop rig in 2025, your top contenders are undoubtedly the AMD Ryzen 9 and Intel Core i9 processors. Both deliver elite-level performance—but the best choice depends entirely on your use case and the CPU generation you’re targeting. For over two decades, I’ve been driving innovation at the cutting edge of the tech industry—engineering scalable solutions, leading
Salute to the Indian Armed Forces for sending a strong and decisive message through Operation Sindoor — echoing the sentiments and emotions of 140 crore Indians! To Pakistan and terror outfits: your games are over — this is New India speaking in the language you understand. To PM Modi ji — your bold decision reflects
Operation Sindoor: New India unleashes its boldest face — fulfilling the nation’s emotions with a fearless, no-nonsense response to terrorism! To the perpetrators: There’s no heaven to hide in — not in this world, not in this age! With the current geopolitical climate, India must crush the head of the snake and continue its zero
Cowardly terrorist targeting innocent Hindu tourists pehalgam — fills my heart with rage and pain! This kind of terror cannot happen without local support! Appeal Amit Shah ji — set such an example that even the next 10 generations of these terrorists tremble at the thought of crime! Justice must roar louder
PeopleStrong team Just a tiny request: can someone please confirm the actual date of stake execution (Goldman Sachs Alternative and PeopleStrong ) April 12th, 13th, 14th, or 15th, 2025? Since everyone’s busy liking, commenting, and posting on LinkedIn like it’s a festival—just drop a number in the comments. That’s all. You know me. You know
PeopleStrong team Just a tiny request: can someone please confirm the actual date of stake execution (Goldman Sachs Alternative and PeopleStrong ) April 12th, 13th, 14th, or 15th, 2025? Since everyone’s busy liking, commenting, and posting on LinkedIn like it’s a festival—just drop a number in the comments. That’s all. You know me. You know
PeopleStrong team Just a tiny request: can someone please confirm the actual date of stake execution (Goldman Sachs Alternative and PeopleStrong ) April 12th, 13th, 14th, or 15th, 2025? Since everyone’s busy liking, commenting, and posting on LinkedIn like it’s a festival—just drop a number in the comments. That’s all. You know me. You know
Ah, the joys of being a PeopleStrong shareholder—you think you’re in the loop, until pankaj bansal CEO drops some fancy “valuation” post on LinkedIn and suddenly… nothing adds up. Apparently, I got paid something during the PeopleStrong – Goldman Sachs deal, but hey—guess the khela was too advanced for mere mortals like me. My inner
In today’s cloud-native era, delivering high-performance, secure, and scalable applications is essential. NGINX—once a humble web server—has evolved into a powerhouse for DevOps engineers, offering capabilities like reverse proxying, load balancing, and API gateway management. For over two decades, I’ve fueled tech innovation, from writing code to leading transformative initiatives that drive significant business growth.
Microservices are everywhere—and they thrive when their traffic is managed smartly. As your application grows, routing API requests, enforcing security, and monitoring traffic become complex. That’s where NGINX as an API Gateway comes in. NGINX offers a fast, lightweight, and highly configurable solution for managing API traffic across microservices. My two decades in tech have been a
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