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sylvesterkaczmarek/README.md

Hi, I’m Sylvester

I build safe, secure, and reliable AI and autonomous systems for critical environments. Most of my work sits at the intersection of research and engineering, with a focus on systems that have to work reliably in the real world.

Website Technical Portfolio Sylvester's Frontier

Focus areas

  • safe, secure AI and autonomous systems
  • AI alignment, robustness, and runtime assurance
  • onboard and edge intelligence for spacecraft and remote systems
  • neuromorphic computing and adaptive learning
  • robotics and physical-world autonomy
  • model compression, quantization, and deployment

Open-source engineering

Contributing engineering work to OpenAI's Agents and Google DeepMind's Melting Pot, with merged changes across agent reliability, runtime safety, sandbox security, tracing and provenance, and multi-agent systems.

31 merged contributions

OpenAI Google DeepMind Arm

Featured

Tech stack

AI and ML

Python NumPy PyTorch JAX scikit-learn Transformers Hugging Face

Acceleration and deployment

ONNX CUDA TensorRT Kubernetes

Robotics and perception

C++ Rust OpenCV ROS 2 Isaac ROS

Hardware and edge

NVIDIA Jetson Arm Raspberry Pi BrainChip Akida PolarFire SoC

Space systems

NASA cFS F Prime NASA SPICE Space ROS CCSDS

Engineering and research

Linux Docker GitHub Actions Jupyter LaTeX

Reach me

LinkedIn Email Repositories

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  1. openai/openai-agents-python openai/openai-agents-python Public

    A lightweight, powerful framework for multi-agent workflows

    Python 28.8k 4.5k

  2. google-deepmind/meltingpot google-deepmind/meltingpot Public

    A suite of test scenarios for multi-agent reinforcement learning.

    Python 863 158

  3. phisat2-trustworthy-onboard-ai phisat2-trustworthy-onboard-ai Public

    Trustworthy onboard satellite AI in PyTorch→ONNX→INT8 with calibration, telemetry, and a PhiSat-2 EO tile-filter demo.

    Python 49 45

  4. lunar-astrodynamics-simulation lunar-astrodynamics-simulation Public

    Lunar orbit propagation and preliminary mission analysis with high-fidelity gravity, perturbations, terrain, stability, targeting and coverage.

    Python 30 6

  5. agent-boundary-check agent-boundary-check Public

    Verify what AI coding agents can actually read, write, execute and reach using synthetic canaries.

    Python

  6. autonomyfit autonomyfit Public

    Command-line tool that detects local edge-AI hardware and ranks models against memory, latency, throughput, power, and runtime constraints.

    Python