On AI Lounge since Nov 2026
Umair Ahmed Khan
Member #3,863DeveloperL2AI Inference Engineer, Independent Consultant
Generalist Software Engineer.
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Achievements
Plugged In ×3Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 3 sources (GitHub, LinkedIn, X or a website) in Settings
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Shipper ×2Projects on your profile.How: Added 5 projects to their profile
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Pinned projects
Experimenting LLM inference layer on k8s cluster.
LLM inference from the ground up.
An educational LLM-under-the-hood repository teaches developers how large language models work by building them from first principles. It demystifies model architectures (like the Transformer block) and pipelines using accessible frameworks like PyTorch.
A thoughtful surface over Claude Code: edit any message in place, branch a thread off any message. Runs on your machine, on your own Claude Code.
This is my practice to implement LLMs from scratch.
About
Generalist Software Engineer.
Categories
Stack
Experience
AI Inference Engineer · Stealth AI Startup
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Staff Software Engineer · Talabat
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Senior Software Engineer · Talabat
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Software Engineer · Olx Group
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Software Engineer · Careem
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Software Engineer · Venturedive
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Software Engineer · Netpace Inc
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Software Engineer · Blue Zorro, NETPACE Inc
