Sql, Tensorflow, React, Pytorch, Gcp, Docker, Spark, Flask, FastAPI, Azure, Python, AWS, Airflow, Full-Stack AI Product Development, Scikit-learn, MLflow, Agent-Based System Architecture, Production-Ready ML Engineering, AutoGPT, LangX, LLM Integration Fine-Tuning, Advanced Data Science Optimization

C, Gdb, Bash, Python, KVM virtualization, LXC LXD container VM orchestration, kernel driver development, RDMA RoCEv2, QEMU device models and acceleration, PCIe architecture, ftrace, libvirt domain and resource management, Linux kernel internals, kdump, bpftrace, PERF

Rest Apis, Distributed Systems, FastAPI, Kubernetes, Python, Docker, Api Development, model evaluation and fine-tuning techniques, MLOps platforms, inference optimization, Ray, LLMOps, GPU orchestration, event-driven systems, monitoring and observability tools, microservices architecture, LLM architectures

clonezilla , Software Development, Acronis, Release Engineering, Azure, Mdt, AWS, risk management, Iso 14971, IEC 62304, Iso 13485, cybersecurity standards, Git-based version control, cloud platforms, system imaging tools, FDA 21 CFR Part 820, medical device software lifecycle standards, build automation tools, Macrium, product transfer, software validation, Quality Systems, CI CD pipelines

Backend Engineering, Python, LangChain, pgvector, LangFuse, AI System Design, Pinecone, LLM Integration, LangSmith, AI Safety Quality, LangGraph, OpenAI SDK, Data Pipelines for AI, Infrastructure DevOps, Weaviate, Claude SDK

synopsys primetime , Debugging, Python, Perl, Tcl, OCV, timing closure techniques, latency, multicycle paths, derates, MMMC concepts, SDC timing exceptions, timing constraints development, POCV, ECO methodologies, clock uncertainty, Case Analysis, setup hold analysis, Cadence Tempus, clock tree, jitter, path-based analysis, false paths, Timing Closure, AOCV, skew

Java, Unix, Jenkins, Linux, Owasp Top 10, MISRA, Static Analysis, CERT

AWS, Vercel, Java, Golang, Code, Typescript, Netlify, Cursor, Javascript, Make.com, Claude, AI-native tools, Supabase, Grok, Bolt, n8n, Firecrawl, ChatGPT

Perl, Python, Tcl, LVS DRC violations, Timing area and power constraints, Block-level place and route, P R flow development, CAD and physical design methodologies, Clock network guidelines, Physical design verification, Logic equivalency RTL2Synthesis, Physical Design, Synthesis2APR netlist, PPA optimization