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Singh — Mid-Level Machine Learning Engineer from India

Singh

Mid-Level Machine Learning Engineer

India 2-3 years
Open to offersNew to Platform
Languages
English
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About

Pavan S. is a seasoned ML Engineer with over two years of experience in building cutting-edge autonomous AI agent systems and multi-agent pipelines. He has honed his expertise in handling LLM systems like Claude, GPT-4, and LLaMA-2, effectively translating complex AI capabilities into robust enterprise solutions. At AI CERTs, Pavan designs and delivers comprehensive technical curriculum for AI certification programs, focusing on multi-agent and autonomous AI systems. Previously, at Handshake AI, he architected production multi-agent systems, leveraging tools like LangChain and LangGraph, and integrated MCP servers to enhance enterprise task orchestration, significantly reducing manual workflows. His innovative spirit led to the deployment of hybrid RAG pipelines over vast document repositories, ensuring high retrieval accuracy. Furthermore, Pavan excels in managing ML experiments and containerizing LLM services on AWS and GCP, ensuring reliability and efficiency. His educational background includes an M.Tech in Data Science from DAVV Indore.

Experience

  • AI/ML Engineer – Consultant

    AI CERTs · 2026 — Present
    Designed and delivered technical curriculum for AI certification programs, focusing on multi-agent and agentic AI systems. Developed and validated workflows, RAG pipelines, and LLM-based architectures for various applications.
  • ML Engineer – AI Agents & LLM Systems

    Handshake AI · 2025 — 2026
    Architected multi-agent systems utilizing LangChain and LangGraph, integrating MCP servers for enterprise task orchestration. Developed hybrid RAG pipelines over 50,000+ documents, achieving high retrieval accuracy, and deployed solutions via FastAPI. Managed multiple ML experiments, optimizing release cycles and containerizing LLM services on AWS and GCP.
  • AI Engineer Trainee

    Scale AI · 2024 — 2025
    Fine-tuned LLMs using RLHF and instruction tuning to improve mathematical reasoning. Designed multi-agent workflows to enhance task success rates. Built RAG systems over extensive document sets and implemented CI/CD processes to shorten release cycles.

Skills & Expertise

Education

  • Master of Technology in Data Science
    DAVV Indore, School of Data Science & Forecasting · 2022 — 2024
  • Master of Science in Physics
    Awdhesh Pratap Singh University, Rewa · 2016 — 2021
  • Bachelor of Science in Mathematics and Physics
    Awdhesh Pratap Singh University, Rewa · 2016 — 2021