About Skills Projects Experience Contact

Pavan Pawar

Building Agentic Workflows and RAG Architectures at the intersection of Data Science & Engineering

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Technical Arsenal

The tools and frameworks I use to build intelligent systems.

Generative AI

RAG (Hybrid Search), LangGraph, LLMs, Model Context Protocol (MCP), Agentic Frameworks.

LangGraph RAG MCP LLMs

Data & Storage

Neo4j (Graph), Qdrant, Snowflake, Databricks, MongoDB, SQL Server.

Neo4j Qdrant Snowflake MongoDB

Core Engineering

Python, SQL, PySpark, PyTorch, Scikit-learn, Pandas, FastAPI.

Python PyTorch PySpark FastAPI

Impact Projects

Selected work demonstrating real-world AI impact.

01

Expert Network Search Copilot

FastAPI • LangGraph • Qdrant

Designed an autonomous ReAct agent loop that refines queries to identify top subject-matter experts instantly.

Precision Search Autonomous Loop
02

Procurement Intelligence Agent

Azure • GenAI Agents

Led an agent-powered system for contract analysis, reducing manual KPI review effort by 80-90%.

90% Efficiency
03

Hyper-Personalization ML

Telecom ML • Sklearn

Built a roaming use-case model for a major telecom client, achieving a 50% uplift in conversion rates.

50% Uplift
04

Supply Network Graph AI

Neo4j • Text-to-Cypher

Engineered a pipeline allowing natural language queries on graph data, saving 10 hours/week for stakeholders.

10 hrs/week Saved

Professional Journey

Where I've shaped intelligent systems and driven impact.

Boston Consulting Group (BCG)

Feb 2024 — Present

AI Engineer

  • ▹ Developed high-precision Copilots using LangGraph & Qdrant.
  • ▹ Reduced report authoring time by 50% via autonomous tool-calling (MCP).
  • ▹ Automated invoice analysis reducing audit times by 80%.

Deloitte USI

July 2021 — Feb 2024

Technology Consultant

  • ▹ Migrated legacy OCR to Azure Document Intelligence (2x speed boost).
  • ▹ Built Selenium BOTs saving 200 hours of manual effort annually.
  • ▹ Developed ETL pipelines increasing tax appeal success by 25%.

Certifications

Industry-recognized credentials validating my expertise.

Azure AI Fundamentals

Microsoft • 2026

Azure Data Fundamentals

Microsoft • 2023