Java, Natural Language Processing, Kafka, Kotlin, Sql, Tensorflow, Nosql, Pytorch, Scikit, Spark, Python, Huggingface Transformers, MLflow, LLM Integration, Kubeflow, nemo

System Design, Application Development, Testing, Python, Cloud-native deployment patterns, Operational stability for ML or data-intensive systems

Pytorch, Python, Hugging Face, Experimental Design, evaluation and benchmarking of ML systems, inference cost performance and optimisation techniques, Large Language Models

Pytorch, Snort, Python, FAISS, vLLM, YARA rules, NVD databases, ML libraries, Suricata rules, DeepSpeed, Weaviate, TAXII, MLOps practices, STIX, HuggingFace, prompt engineering, CVE, Transformers, PEFT techniques