People at H2LooP

H2LooP.ai is a purpose-built coding assistant designed specifically for system software engineers working on firmware, device drivers, RTOS, and embedded C/C++ code—unlike generic tools like GitHub Copilot that are optimized for app developers. What sets H2LooP apart is its deep focus on code comprehension and debugging rather than just generation. It helps engineers understand legacy codebases, trace crash logs, and map hardware datasheets to actual source code. One of its core innovations is the ability to convert unstructured inputs like PDF datasheets, debug logs, and technical specs into high-quality training datasets for fine-tuning small, efficient LLMs that run securely on-premise ideal for IP-sensitive industries like automotive, telecom, and industrial IoT. H2LooP aligns closely with real-world engineering workflows, enabling faster integrations, easier onboarding, and reduced debug cycles. It’s not just an AI plugin.it’s an end-to-end platform for accelerating system software development and comprehension.

sairanjan mishra

Founder