Software Development, workflow for analysis, large-scale distributed systems, GenAI coding, Ai, Operational Excellence

amplifier , C, OTDR, Docker, Python, Optical Control Loops, VOAs, ROADM, Extensibility, Optical Channel Monitor, Optical Firmware development, RAMAN, Optical Layer 0 boards, Performance testability, software modeling, AI DLC models

Software Development, workflow for analysis, GenAI coding, Operational Excellence, Ai, large-scale distributed systems

Software Development, Ai, GenAI coding, Operational Excellence, large-scale distributed systems, workflow for analysis

model selection , Distributed Systems, Cloud Infrastructure, rollback experimentation, automated regression frameworks, fallback strategies, unconstrained interaction models, offline test sets, real-time performance monitoring, live traffic sampling, model serving infrastructure, caching strategies, AI capability routing and orchestration, ML inference infrastructure, intent orchestration, model and prompt release gating, latency optimization, Speech Processing, evaluation and quality assurance infrastructure, observability tooling, large-scale AI platform engineering, intelligent query classification

Java, Freemarker, Rest Apis, Activemq, Sql, JEXL, JavaScript-family expression languages, AI-assisted coding tools

Distributed Systems, Kubernetes, GitOps, operator development patterns, AI-assisted engineering practices, Go Golang, Kubernetes API machinery, Argo CD, cloud-native architecture, Kubernetes control-plane components

Distributed Systems, System Design, Regression Testing, LLMs, AI agents, RAG pipelines, embeddings, prompt engineering, Benchmarking

Embedded Rtos, Linux kernel, Embedded Software Development, Wi-Fi standards, high-level architecture, Wi-Fi AP product knowledge, target SDK, chip vendor firmware, WiFi6, WiFi7