technical skills
/ / /____ programming languages:
python, c++, sql, bash, cmake
machine learning & ai:
pytorch, tensorflow, jax, scikit-learn, xgboost, opencv, hugging face transformers
reinforcement learning:
stable baselines3, ray rllib, openai gym, gymnasium, multi-agent rl frameworks
robotics & simulation:
ros2, isaac gym, isaac sim, mujoco, gazebo, point cloud library (pcl)
data science & analytics:
numpy, pandas, scipy, matplotlib, seaborn, tensorboard, weights & biases
mlops & development:
docker, kubernetes, ray, horovod, mlflow, airflow, git, ci/cd, tensorrt, onnx
research & theory:
policy gradient methods, actor-critic algorithms, multi-agent coordination, sim-to-real transfer