• 🔭 Current Focus: Hardware-aware LLM optimization, GPU orchestration, and custom Triton kernels.
• 🚀 Nebius Academy: Mastering high-performance infrastructure for the Israel National AI Supercomputer.
• 🛠️ Experience: 25+ years in low-level R&D, from compilers to high-frequency trading engines.

Work around the clock to squeeze the latest drop of juice from Claude Code. Most of your 5-hour window goes idle once you step away — squeezer keeps working through it instead of letting that paid-for capacity sit unused. A background daemon that works through your project TODOs while you're away or rate-limited, texts you over Telegram, escalates only the in-doubt calls, and survives 5-hour usage resets automatically — with a fully autonomous mode so your nights stay yours.

Pluggable Model Context Protocol (MCP) server written in Python designed to optimize token consumption and eliminate syntax errors ("syntax hypnosis") for coding agents.

An advanced rendering engine for IDEs that transforms standard code comments into rich Markdown and LaTeX environments.

• Context-Aware Visualization: Seamlessly renders documentation, mathematical formulas, and checklists directly in the editor.
• Workflow Optimized: Designed for high-performance "vibe-coding" and agentic IDEs like Antigravity, Windsurf, and Cursor.
• Privacy-First: Fully proprietary and optimized for professional system architecture documentation.

I am documenting my deep-dive into AI Performance Engineering here:

• AI Performance Engineering Repo - Benchmarks, Triton kernel optimizations, and GPU scaling experiments.

Founder & CTO | vkhey! Mar 2025 – Present

• Architecting high-performance multimodal RAG systems (text, video, audio) for enterprise scale.
• Bridging 25 years of systems engineering into the "plumbing" of the agentic AI era.

Principal Developer | Labguru May 2023 – Mar 2025

• Engineered a first-of-its-kind cross-server communication platform for distributed lab environments.
• Led technical implementation for ISO 27001, GDPR, and SOC 2 compliance in high-security environments.

Principal Developer | Kando Jan 2021 – Mar 2023

• Tech lead for the National COVID-19 monitoring project, managing massive IoT data streams.
• Optimized data-processing algorithms and high-performance dashboards for national-scale infrastructure.

Principal R&D Dev | SeekingAlpha Jul 2015 – Jul 2020

• Built multi-million dollar ad products and high-throughput analytics pipelines for 20M+ monthly users.

Note: While I am a polyglot (Python, Ruby, Node.js, Go, C#, C++), I specialize in System Design where the choice of tool is dictated by hardware constraints and performance requirements. Currently spending my days in Triton and C++ to squeeze every TFLOP out of the H100.

• LinkedIn: linkedin.com/in/valhk
• Website: vkhey.com
• Email: val@vkhey.com

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