..: Sugato Ray :.. 
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Core Skills:

• Machine Learning Practitioner
• LLMs
• Deep Learning
• PyTorch
• Python

Skillsets:

• Mathematical & Statistical Modelling
• MLOps, GitOps, DevOps, Git, Azure DevOps, GitLab, GitHub, CICD Pipelines
• Quantum Mechanics, Quantum Computation, Quantum ML,
• Bash (shell-scripting), Linux
• GenAI
  • LLM finetuning (SFT, PPO, DPO, GRPO)
  • LLM guardrails
  • LLM ovservability
  • Ollama (Local AI)
  • Vector DBs
  • AI Agents
  • MCP, A2A
• SAS Programming
• Data Engineering / SQL
  • DuckDB, Pandas, Polars, Ibis