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Data scientist at Oracle. Small minds discuss people; strong minds discuss ideas.
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Being an ardent Liverpool fan, I can tell you supporting Liverpool is not like supporting any ordinary club—it's a way of life. This is why football, the world's most followed sport, beats cricket every single time. It's time to stop watching the lazy game and embrace the beautiful game.
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Day 30: A Mathematical Blueprint for Robust Decision Frameworks
9 min read
Day 29: Putting It All Together - Constructing a Stratified Audit Plan
8 min read
Get perspective with long-form historical and cultural analysis.
Parama Ekadashi: The Sacred Kamala Fast of the Adhika Masa
8 min read
Stop Defending Hindu Rituals with Pseudoscience
14 min read
Use frameworks for risk, trade-offs, and practical decisions.
Day 29: Putting It All Together - Constructing a Stratified Audit Plan
8 min read
Day 24: Risk Segmentation - Priority Tiers as Priors and Costs
10 min read
Absorb key ideas quickly, then go deeper.
Browse book notes →See sport, tactics, and storytelling through football.
Visit football hub →Current focus
I publish deep essays and applied notes on data science, AI, civilization studies, and football while documenting the process with videos and experiments.
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Featured Documentary
A NotebookLM-powered documentary that captures the civilizational thread in one cinematic narrative.
A dedicated curriculum, separate from the editorial blog: nonparametric statistics, robust methods, fuzzy logic, and sampling theory. 30 days. 6 pillars. 100+ formulas.
Topic Coverage
A quick map of the ideas, methods, and domains this platform explores.
Why do we feel the need to defend every cultural practice as 'scientific'? In this togglable essay, choose between a relatable layman analysis of societal polarization, Gen-Z laziness, and ritual practices, or a rigorous technical exploration of logical incompleteness, quantum mechanics, and the Hard Problem of consciousness.
I was invited to give a session on Dr. Vinayak Damodar Savarkar — one of the most consequential yet misunderstood figures of Bharat's freedom struggle. With little time to prepare, I bought a detailed book and an Amar Chitra Katha comic on him, read both cover to cover, and here is my take.
Being an ardent Liverpool fan, I can tell you supporting Liverpool is not like supporting any ordinary club—it's a way of life. This is why football, the world's most followed sport, beats cricket every single time. It's time to stop watching the lazy game and embrace the beautiful game.
A blurb of a book on the Indian Perspective in the current world
My journey at Oracle from being a fresh hire at Oracle to becoming a Data Scientist
Editorial Feed
Long-form writing across civilization, football, AI, and personal reflections.
Curated Playlists
Every essay outside the editorial picks is organized into a binge-able playlist — start at part one and follow the thread.
A word-by-word journey through Sri Trivikrama Panditacharya's stotra — the deeds of Hanuman, Bhima, and Madhva.
History, exegesis, fasting science, and scriptural narratives of the holy Ekadashi fasts.
Long-form essays on India's civilizational thread, heritage, and the ideas that shaped Bharat.
Reflections and reportage around the centenary year.
Philosophical deep-dives, scriptural commentary, and notes on dharmic practice.
Stories, tributes, and reflections from life off the keyboard.
Conversations, tutorials, and career insights — from breaking into data science to building ML products at Oracle.
Goals, analysis, and the intersection of football and data science — from the pitch to the pitch deck.
Conversations and shorts from the channel — data science, AI, and the journey in tech.
In this playlist
Being an ardent Liverpool fan, I can tell you supporting Liverpool is not like supporting any ordinary club—it's a way of life. This is why football, the world's most followed sport, beats cricket every single time. It's time to stop watching the lazy game and embrace the beautiful game.
Why do we feel the need to defend every cultural practice as 'scientific'? In this togglable essay, choose between a relatable layman analysis of societal polarization, Gen-Z laziness, and ritual practices, or a rigorous technical exploration of logical incompleteness, quantum mechanics, and the Hard Problem of consciousness.
I was invited to give a session on Dr. Vinayak Damodar Savarkar — one of the most consequential yet misunderstood figures of Bharat's freedom struggle. With little time to prepare, I bought a detailed book and an Amar Chitra Katha comic on him, read both cover to cover, and here is my take.
A blurb of a book on the Indian Perspective in the current world
My journey at Oracle from being a fresh hire at Oracle to becoming a Data Scientist
