Akash Kumar Singh on Muck Rack

Akash Kumar Singh

Southern Asia
As seen in: Medium, The Startup, Color Research & Application, Wiley Online Library, Royal Society of Chemistry, Physical Review B, The Wire (India), Amar Ujala, LUXUO, The BayNet and
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Articles

Finding Needle in The Haystack : How a Forgotten Subdomain Led to Complete AWS Infrastructure…

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By Akash Kumar Singh
| Medium
Finding Needle in The Haystack : How a Forgotten Subdomain Led to Complete AWS Infrastructure Access (1000$ Bounty) Every security researcher knows the feeling, staring at a target domain, wondering where the vulnerabilities hide. Sometimes the most devastating findings come not from the main application, but from the forgotten corners of an organization’s digital infrastructure.
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Understanding Transformers: A Beginner’s Guide to Attention and Language

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By Akash Kumar Singh
| Medium
In 2017, a team of researchers at Google published a paper titled “Attention Is All You Need” that would fundamentally change the landscape of artificial intelligence. This paper introduced the Transformer architecture, which became the foundation for breakthrough models like GPT, BERT, and modern large language models. Why was this revolutionary?
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Building a Next-Generation Model Observability Platform: A Comprehensive Approach to ML Monitoring

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By Akash Kumar Singh
| Medium
How we built a state-of-the-art model monitoring system and the hard lessons we learned along the way The Problem That Keeps Data Scientists Awake at Night Picture this: Your machine learning model has been running perfectly in production for months. Suddenly, performance tanks. Users are complaining. Your manager is asking questions. And you’re frantically trying to figure out what went wrong. Sound familiar? You've probably been there if you’re working with ML models in production.
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