Raghu Shukla

Principal Consultant (Infrastructure, Cloud, AI/ML, NLP, LLM, MCP, RAG, A2A, Agentic AI, Automation)

Role
Principal Consultant (Cloud and Ai) at Microsoft
Location
Bengaluru, KA, IN
LinkedIn followers
500 followers

About Raghu Shukla

AI / Machine Learning• LLMs & GenAI: GPTx, Claude, Gemini, LLaMA-2, Mistral, FalconModel Fine-Tuning (Quantization, LoRA, QLoRA)• Frameworks: PyTorch, TensorFlow, Hugging Face, LangChain, LlamaIndex• Neural Networks: ANN, CNN, RNN, LSTM, GRU, Transfer Learning• NLP: Tokenization, NER, OHE, Bag-of-Words (BoW), N-Gram, TF-IDF, NLTK, Encoder/Decoder, Transformers• RAG & Vector Search: FAISS, Pinecone, Weaviate, Milvus, DynomoDB, Azure AI Search• Model Ops: MLflow, Azure ML Pipelines, Kubeflow, Vertex AI, SageMaker• Embeddings: OpenAI, Azure OpenAI, Hugging Face, Sentence Transformers• Advanced Concepts: Model Context Protocol (MCP), Agent-to-Agent (A2A), GPU/HPC ManagementCloud & Infrastructure• Platforms: Azure, AWS, GCP • Kubernetes & Containers: AKS, EKS, GKE, Anthos, OpenShift, Docker EE, Mesosphere DCOS, Helm, Istio, Cloud Foundry• Serverless & Hybrid: Serverless AI APIs, event-driven compute• IaC & Automation: Terraform, Ansible, ARM (Azure Resource Manager)• CI/CD for AI & Cloud: GitHub Actions, Jenkins, Azure DevOps, GitLabProgramming & Data• Scripting: Python, C#, Shell, PowerShell, Bash, Perl • Data & ML Libraries: NumPy, Pandas, Scikit-learn• Databases: SQL, MySQL, Big Data (Hadoop)Systems, Networking & Virtualization• Operating Systems: Linux (RedHat, CentOS, Ubuntu), Windows• Virtualization & Storage: VMware vSphere, NSX, vSAN, RHEV; Block & Cloud Storage (Azure, AWS, GCP)• Networking: TCP/IP, Routing, Load Balancing, DNS, DHCP, SDN, VPN, VPC, Switches, Active Directory• Data Centre: Design, Migration, DR/BCP setup, Cisco UCS, Veritas VCS & replication, RedHat ClusteringMonitoring & Observability• Grafana, Prometheus, HP OpenView, Azure Monitor

Experience

  1. Principal Consultant (Cloud and Ai)

    Microsoft

    Dec 2025 — Present

Education

  • Delhi University

    Bachelor of Commerce (BCom), Commerce

    2004 — 2007

  • Sikkim Manipal Institute of Technology - SMU

    Master of Computer Applications (MCA), Computer Science

    2009 — 2013

  • Police line school

    Senior Secondary, comm

    2003 — 2004

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Raghu Shukla — Principal Consultant (Cloud and Ai) at Microsoft in Bengaluru, KA, IN | Unifers