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AI Explore

Principal AI & Data Engineer

Joined Joined on  Personal website https://notepatra.org/

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samkhya v1.0: Plug Claude, GPT-4o-mini, or Local Ollama Into Your SQL Query Optimizer
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samkhya v1.0: Plug Claude, GPT-4o-mini, or Local Ollama Into Your SQL Query Optimizer

#rust #database #opensource #datascience
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14 min read
LoRA Doesn't Approximate Fine-Tuning. It Changes What You Can Teach
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LoRA Doesn't Approximate Fine-Tuning. It Changes What You Can Teach

#ai #llm #finetuning #lora
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4 min read
My DuckDB Extension PR Sat Red for Eight Weeks. The Bug Wasn't What the CI Said.
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My DuckDB Extension PR Sat Red for Eight Weeks. The Bug Wasn't What the CI Said.

#duckdb #database #opensource #ai
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4 min read
The Mean Is Lying to You: Benchmarks Hide the Variance That Breaks Prod
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The Mean Is Lying to You: Benchmarks Hide the Variance That Breaks Prod

#ai #llm #evaluation #benchmarking
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5 min read
Your Guardrails Are a Firewall. Your Failures Are a Cascade
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Your Guardrails Are a Firewall. Your Failures Are a Cascade

#ai #llm #mlops #reliability
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5 min read
The 10x-a-Year Price Collapse Is an Architecture Bet, Not a Prompt Trick
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The 10x-a-Year Price Collapse Is an Architecture Bet, Not a Prompt Trick

#ai #technology #opinion
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5 min read
On-Device AI Just Got Real
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On-Device AI Just Got Real

#ai #machinelearning #llm #edgecomputing
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6 min read
The Coding-Agent Arms Race: Who Survives the H1-2026 Shakeout
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The Coding-Agent Arms Race: Who Survives the H1-2026 Shakeout

#ai #llm #programming #aiagents
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8 min read
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