Generative AI, Data preprocessing and augmentation techniques, Developing and deploying AI applications in cloud environments, Python Programming Language

Python, machine learning fundamentals, model training, inference pipelines, production-quality code, evaluation pipelines

Docker, Kubernetes, Python, Sql, LangGraph, Langchain

AI ML, Tensorflow, Pytorch, Python, Generative AI, Transformers, Langchain, scikit-learn, Hugging Face, Pinecone, spaCy, Word2Vec, FAISS, TF-IDF, BERT, ChromaDB, Langraph

Python, LLM-based approaches for personalization, ML observability tooling, cold-start problem-solving strategies, end-to-end ML pipelines, learning-to-rank techniques, feature engineering, deep retrieval models, offline and online evaluation, model drift detection, metric alignment for recommendation systems, model serving, collaborative filtering

BigQuery, Data Modelling, Sql, Rest Api, Numpy, Cloud Storage, Git, Pandas, Gcp, Python, Etl, Data Lake Design, CI CD, CloudRun, Secret Manager, API integrations