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karimluna/README.md

Karim Luna

I like to read and understand how to apply new technologies to meaningful problems.

Applied AI Engineer $\rightarrow$ LLM agents, ML systems, distributed infrastructure. Chemical engineering background applied to process optimization & intelligent control.

✦ Featured Projects

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  1. imprimer imprimer Public

    A platform that traces, measures, and improves LLM output control using graph-based closed-loop control 🔁 and Bayesian search.

    Python

  2. mpc-and-rl-for-a-battery-thermal-system-management mpc-and-rl-for-a-battery-thermal-system-management Public

    (Thesis). The application of Model Predictive Control (MPC) and Reinforcement Learning (RL) to Battery Thermal Management System of an Electrical Vehicle (EV) with a Ion-Lithuim battery

    Python 6 2

  3. HKUDS/nanobot HKUDS/nanobot Public

    "🐈 nanobot: The Ultra-Lightweight Personal AI Agent"

    Python 40.2k 7.1k

  4. automated-optical-inspection automated-optical-inspection Public

    Automated inspection in a microservice for metal detection failure using Go, React and Python for high inference latency

    Python

  5. tiny-grpo tiny-grpo Public

    Tiny GRPO in Go: a minimal reinforcement learning load balancer that learns to route traffic by comparing pairs of servers and updating a linear policy in real time, no critic, no value function, j…

    Go

  6. madus madus Public

    🐿Madus: A production-ready multi-agent framework that understands text, figures, and tables in complex PDFs to answer natural language questions.

    Python