AI Engineer building autonomous systems with Agentic AI, RAG, and LLMs. Sharing practical insights on multimodal AI and real-world use cases.
Passionate about AI agents, retrieval-augmented generation, and production LLM systems. Writing about what works in real-world AI applications.
Edge Agentic AI, Physical AI
Oct 15, 2025 · 6 min read · Why Your Healthcare AI Hiring Strategy Is Completely Backwards 90% of Healthcare AI Teams Are Solving the Wrong Problem Healthcare organizations scramble to hire ML engineers when the real bottleneck is clinical workflow integration Here's what nob...
Join discussionOct 15, 2025 · 6 min read · Claude Haiku 4.5: Why Your 'Fast and Cheap' AI Strategy Is Failing 90% of AI Teams Are Stuck in the Speed-Cost Paradox You've been told to pick: fast AI or smart AI. Never both. Every team I talk to has the same spreadsheet opencolumns for latency,...
Join discussionOct 15, 2025 · 7 min read · The Software Engineer's Guide to AI: 5 Beliefs That Will Break Your LLM Projects Why Your Software Engineering Instincts Are Sabotaging Your AI Projects You ran the same prompt three times. Got three different answers. Your first instinct? "This is...
Join discussionOct 14, 2025 · 6 min read · Here's the polished article: Your AI Writes Like a Robot Because You're Treating Text Like Sentences 90% of AI Users Are Blind to the Character-Level Revolution Why sentence-level prompting creates robotic, predictable outputs You're asking ChatGP...
Join discussionOct 10, 2025 · 5 min read · Why Your AI Keeps Wandering: The Hidden Truth About Reasoning LLMs The Wandering Problem: When AI Takes the Scenic Route What 'Solution Exploration' Really Means Here's what nobody tells you about the latest reasoning models: they don't solve probl...
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