satyam
/blog
Thoughts, insights, and deep dives on machine learning, AI systems, and software engineering.
Ever Wondered How Consistent Hashing Actually Works? I Built It in Rust to Find Out.
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Mar 1, 2026
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18 min read
Inside the Machine: A Simple Breakdown of X’s Grok-Based Algorithm
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Jan 24, 2026
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4 min read
Building a Reasoning LLM with GRPO.
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Jan 12, 2026
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3 min read
Infinite Agentic Memory: Long-Term Retrieval-Based Memory
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Jan 10, 2026
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9 min read
Memory Optimization for Agentic Systems
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Jan 9, 2026
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5 min read
Deepseek Cracked Attention Bottleneck
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Jan 8, 2026
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2 min read
I used to think my work had to be perfect before I shared it.
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Jan 5, 2026
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2 min read
“From SQL Queries to GPT Papers — My Journey into MLOps & NLP”
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Aug 13, 2025
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1 min read
Day 1 — The Start of My ML + MLOps/LLM Journey
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Aug 12, 2025
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2 min read
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