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Pavan Singh

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Forward Deployed Engineer | ML Engineer | LLM Systems | Applied AI
Indore, Madhya Pradesh, India
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Résumé

Jobs verified_user 0% verified
  • AI Certs
    Ai/Ml Engineer – Consultant
    AI Certs
    May 2026 - Current (3 months)
    • Design and deliver enterprise-grade technical curriculum — lab docs, code samples, evaluation frameworks — for AI certification programs centered on multi-agent and agentic AI systems. • Build and validate agentic workflows, RAG pipelines, and LLM-based architectures across modules covering autonomous fleet operations, UX design AI, and supply chain optimization.
  • Handshake AI
    Ml Engineer – Ai Agents & Llm Systems
    Handshake AI
    Oct 2025 - Apr 2026 (7 months)
    • Architected production multi-agent systems using LangChain and LangGraph with MCP server integrations for autonomous enterprise task orchestration, reducing manual workflows by 40%. • Built hybrid RAG pipelines (Pinecone + OpenAI + Claude) over 50,000+ documents achieving 92%+ retrieval accuracy; deployed via FastAPI as a turnkey enterprise solution. • Managed 20+ concurrent ML experiments (MLflow, DVC, Kubeflow), cutting release cycles by 35%; containerized LLM services on AWS and GCP (Docker, Kubernetes) at 99.5% uptime.
  • Scale AI
    Ai Engineer Trainee
    Scale AI
    Jul 2024 - Sep 2025 (1 year 3 months)
    • Fine-tuned LLMs (GPT-4, LLaMA-2) with RLHF and instruction tuning, achieving +22% improvement in mathematical reasoning; designed multi-agent CoT workflows lifting task success from 61% to 83%. • Built RAG systems (Pinecone, FAISS) over 50,000+ documents; implemented CI/CD (GitHub Actions + MLflow) compressing release cycles from 2 weeks to 3 days.
Education verified_user 0% verified
  • D
    M.Tech – Data Science
    DAVV Indore, School of Data Science & Forecasting
    Jan 2022 - Jan 2024 (2 years 1 month)
    GPA: 70%
  • A
    M.Sc Physics & B.Sc Mathematics & Physics
    Awdhesh Pratap Singh University, Rewa
    Jan 2016 - Jan 2021 (5 years 1 month)
Projects (professional or personal) verified_user 0% verified
  • G
    Text-to-Sql With Llms
    GPT-4, LLaMA-2, BigQuery, Python
    Jan 2024
    • Benchmarked GPT-4 and LLaMA-2 on NL-to-SQL conversion for enterprise BigQuery; delivered model selection insights for complex multi-join queries, enabling 60% reduction in query-writing time.