Python, NIST AI RMF, MITRE ATLAS, adversarial machine learning, Go, OWASP LLM Top 10, membership inference, prompt injection, AI red-team and defensive tooling, AI ML security, poisoning, EU AI Act, evasion, model extraction, security data science, ISO IEC 42001, model supply-chain frameworks

Maven, Nosql, JUnit, Docker, JDBC, Java, Postgres Sql, Hibernate, J2EE, Devops, Git, REST, Jpa, Kubernetes, Object-oriented design, Edge-to-cloud communication, Software architecture design patterns, Telemetry pipelines, Spring frameworks, messaging systems, JSON APIs, Low-level design principles, Distributed System Design, CI-CD pipelines, Microservices-based architectures

Java, Github, Maven, Json, Google Cloud, TestNG, Devops, Git, Gradle, JUnit, Mockito, Docker, Bitbucket, Agile, Gitlab, Restful Apis, Azure, Kubernetes, AWS, Agent Integration, AI Tools, Microservices Architecture, CI/CD

Embedded Software, Middleware Development, Device Drivers, Adas, Qnx, IVI

Azure ML, test automation, Debugging, machine learning systems, data pipelines, reinforcement learning, LoRA models

Distributed Systems, Data Structures, Multithreading, Devops, React, Algorithms, Agile Development, Asynchronous programming, Docker, Kubernetes, Python, Infrastructure as Code, GraphQL APIs, AI Coding Assistants, Object-Oriented Programming

Storage Systems, Distributed Systems, Systems Programming, Performance Engineering, Networking, Database Systems, Linux Kernel, Performance Optimization, distributed databases, Database Internals, AI ML for Automation

network automation , telemetry , Ml, Infrastructure as Code, Edge Computing, GitOps, SASE, Cloud-Native Networking, Ai, Service Mesh, WiFi 6E, Network-as-a-Service, 5G, Container Networking, 7, Zero Trust Networking, AIOps, Observability, Intent-Based Networking, SD-WAN

Java, Node.js, React, Ruby On Rails, Typescript, Python, Scalability, Go, re-architectures, AI tooling, platform consolidations, new-category product platforms, distributed systems design, agentic AI systems, Operational Excellence, full-stack systems, AI-native engineering, Resilience, integrating LLMs

telemetry , Ras, Ci, Firmware Development, Bmc, Virtualization, power management, Diagnostics, Infra-scale platforms, software development standard processes, testing strategies, Debug, system software expertise, release considerations