Unix, Ibm Mq, Containers, Kafka, Bash, Activemq, Itil, Linux, Python, Kubernetes, AMQ, High availability and resilience concepts, Networking fundamentals, Messaging patterns, Monitoring and alerting tools

Ml, Python, automated test-case generation, test automation frameworks, Ai, generative AI models, predictive defect analysis, self-healing test automation

stochastic methods , Computer Vision, Statistical Modelling, Python, probability theory, deep learning frameworks, image quality evaluation, ML AI workloads, colour spaces, machine learning libraries, neural network architectures, image processing algorithms

.NET, Cassandra, PostgreSQL, Kafka, Docker, MySQL, Python, Java, Dynamodb, Redis, Memcached, Rabbitmq, MongoDB, Kubernetes, Agile Methodologies, Scrum, Go, DevOps practices, observability solutions

Technical certifications - Cloud Developer Architect Data Engineering Integration, Java, Automation, Sql, Application Development, Kubernetes, Python, GitOps, Deployment, Database Data Warehouse technologies, Event-Driven architecture, Cloud Architecture Migrations, Data Integration Processing Techniques

Python, Cuda, hip, Linux-based development, Automated tests for low-level systems or runtime libraries

data engineering , Pandas, Numpy, MLops, postgresql, FastAPI, Docker, python, Kubernetes, langchain, mlflow, embeddings, ollama, anthropic claude, pgvector, azure openai, rag workflows, generative ai, vector search, ci/cd pipelines, model governance, data pipelines, langgraph, openai apis, model evaluation, qdrant, prompt engineering