Aditya bhatt Continual Pretraining Continual Pre-Training of Large Language Models: A Practitioner's Guide Aditya Bhatt December 2025 Abstract Large Language Models (LLMs) are typically trained on static datasets, leading to knowledge ... 08-Dec-2025
Aditya bhatt MCP is actually Useful Why MCP (Model Context Protocol) Is Actually Useful: A Journey from Skepticism to Understanding When I first heard about the Model Context Protocol (MCP), my reaction was pretty dismissive: "Isn't thi... 25-Nov-2025 AI Projects
Aditya bhatt Flash Attention + ROPE is Great Training Language Models from Scratch: A Systematic Study of Scaling Laws and Modern Architectural Techniques Abstract We present a systematic empirical investigation of transformer language model tra... 21-Nov-2025
Aditya bhatt Verifying scaling laws Empirical Validation of Scaling Laws: How Model Size and Training Impact Language Generation Abstract We present a systematic investigation of scaling behavior in transformer-based language models. Th... 16-Nov-2025
Aditya bhatt Things for people younger than 25 Years old which no one told me Turning 25: Lessons for People Younger Than Me 1. Most things in life are cured with time. You can have issues—most issues will get sorted with time. That doesn't mean you shouldn't do anything to fix... 03-Nov-2025 Personal
Aditya bhatt The ceiling is broken OpenAI won gold in IMO this year and ICPC. DeepMind also won gold in one and silver in another. AI is beating humans in things once considered extremely difficult. Almost all of the code written in co... 19-Sept-2025 ROAD TO AGI
Aditya bhatt Deploy Agents to Production Deploying AI Agents to Production: Why It’s Not Just a Simple Backend Job In the age of large language models (LLMs), AI agents are transforming how we automate tasks, generate insights, and drive dec... 01-May-2025 ROAD TO AGI
Aditya bhatt No one knows the future By -Aditya Bhatt The Future of Uncertainty in the Age of AI The rapid advancements in artificial intelligence (AI) have already brought us to a point where systems exist that are smarter than 90% of white-collar worke... 28-Dec-2024 ROAD TO AGI
Aditya bhatt Reinforcement Learning Should Be the Way of Life Reinforcement Learning Should Be the Way of Life Life isn’t about following a set of rules. It’s not about having all the answers upfront or being spoon-fed the perfect way to succeed. Instead, life i... 23-Nov-2024 ROAD TO AGI
Aditya bhatt Movie Recommendation using LMM's From Paper to Practice: Building a Movie Recommender Inspired by NVIDIA's LlamaRec As a data scientist and movie enthusiast, I've always been fascinated by the intersection of AI and entertainment. Wh... 05-Oct-2024 AI Projects
Aditya bhatt Data Carrier Guide Chatbot Launching the Data Resources Chatbot: A New Era of Accessible Learning for the Data Community In today’s rapidly evolving landscape of data science and analytics, staying current with the latest resou... 29-Aug-2024 AI Projects
Aditya bhatt Create Internal Dashboards in Seconds Introducing Auto-Dash: AI-Powered Dashboard Generation in Seconds In the fast-paced world of data, speed and efficiency are paramount. Traditional methods of building dashboards often involve tedious ... 29-Aug-2024 AI Projects