SFT, DPO, RL-based preference optimization, ORPO, ppo, LoRA, Fine-tuning large audio multimodal models, WER, alignment-driven evaluation stacks, production inference services, diarization, ASR LLM multimodal models

Etl, Sql, Databricks, ELT, Python, Data Modelling, Spark, cloud-native data services, CI CD, warehousing concepts, containerisation, AI coding tools, GitHub Copilot, Claude Code