Algorithms, Distributed Systems, data structures, Python, model training, Reliability, content processing pipelines, high throughput, Evaluation, agentic workflows, transformer architecture, core ML concepts, productionization workflows, advanced heuristics

Ml, Jax, Pytorch, Python, RLAIF, SFT, DPO, distributed training, Ai, ppo, preference data curation, reward modeling, large language models, synthetic data generation, RLHF