---
title: "Aswath P - Senior Engineer in Bengaluru | Tal"
description: "Meet Aswath P, Senior AI Engineer based in Bengaluru. AI stack includes github copilot, langchain, and langgraph."
image: "https://tal.club/meet/aswath-p/share-image"
---

# Aswath P on Tal

## Headline

Senior AI Engineer

## Location

Bengaluru

## AI stack

github copilot

langchain

langgraph

notebooklm

Chroma

## Work experience

Senior Engineer at KPMG, Sep 2021 \- Present · 5 y, Bengaluru, Karnataka, India, Document Intelligence Agents \(Proofreader, Translator, Comment Extractor\): Led end\-to\-end architecture and production deployment of AI agents across API design, orchestration, validation, and monitoring\. • Built multilingual proofreading workflows using language detection, context\-aware chunking, and automated PDF annotations with correction suggestions and explanations\. • Engineered asynchronous Azure\-native translation submission and status polling workflows for secure, high\-volume processing and improved API responsiveness\. • Implemented strict request validation, structured error taxonomy, and step\-level telemetry to improve reliability, observability, and supportability\. • Built a scalable Python Comment Extraction platform for PDF, Word, Excel and PPT, with multi\-file ingestion, metadata extraction, configurable keyword search, Excel reporting, and Azure Blob Storage \+ Service Bus integration\. SEC MCP: Built an MCP\-based financial data agent that enables LLMs to query SEC EDGAR filings \(10\-K/10\-Q/8\-K, insider forms\) through structured tool APIs\. • Implemented end\-to\-end filing workflows: company lookup, recent filing retrieval, section extraction, and narrative analysis for faster equity research\. • Added comparative analytics capabilities \(YoY and QoQ metric comparisons, CAGR\) to support trend analysis directly from SEC\-reported data\. Analytics Platform: Designed and delivered an interactive platform enabling leadership to extract actionable insights from firm data \(people, financials, clients\) through natural language queries\. • Developed a RAG\-powered system using LangGraph, vector databases, and LLM agents to retrieve and analyze complex financial and operational data\. • Built a conversational interface with Gradio and integrated GraphRAG capabilities to consolidate insights across disparate datasets\. • Reduced data retrieval time by \~70% and improved response accuracy by \~30%\.

## Education

B\.Tech, Mechanical Engineering, Indian Institute of Technology Tirupati

Bachelor of Technology, Mechanical Engineering, Indian Institute of Technology Tirupati

[View the original profile](https://tal.club/meet/aswath-p)

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Person",
      "@id": "https://tal.club/meet/aswath-p#person",
      "name": "Aswath P",
      "url": "https://tal.club/meet/aswath-p",
      "image": "https://tal.club/meet/aswath-p/profile-photo.jpg",
      "description": "Meet Aswath P, Senior AI Engineer based in Bengaluru. AI stack includes github copilot, langchain, and langgraph.",
      "jobTitle": "Senior Engineer",
      "worksFor": {
        "@type": "Organization",
        "name": "KPMG"
      },
      "hasOccupation": {
        "@type": "Occupation",
        "name": "Senior Engineer"
      },
      "homeLocation": {
        "@type": "Place",
        "name": "Bengaluru"
      },
      "alumniOf": [
        {
          "@type": "EducationalOrganization",
          "name": "Indian Institute of Technology Tirupati"
        },
        {
          "@type": "EducationalOrganization",
          "name": "Indian Institute of Technology Tirupati"
        }
      ],
      "knowsAbout": [
        "github copilot",
        "langchain",
        "langgraph",
        "notebooklm",
        "Chroma"
      ],
      "mainEntityOfPage": {
        "@id": "https://tal.club/meet/aswath-p#webpage"
      }
    },
    {
      "@type": "ProfilePage",
      "@id": "https://tal.club/meet/aswath-p#webpage",
      "url": "https://tal.club/meet/aswath-p",
      "name": "Aswath P on Tal",
      "description": "Meet Aswath P, Senior AI Engineer based in Bengaluru. AI stack includes github copilot, langchain, and langgraph.",
      "dateModified": "2026-09-12T21:03:11.526Z",
      "isPartOf": {
        "@id": "https://tal.club/#website"
      },
      "mainEntity": {
        "@id": "https://tal.club/meet/aswath-p#person"
      },
      "primaryImageOfPage": {
        "@type": "ImageObject",
        "url": "https://tal.club/meet/aswath-p/profile-photo.jpg",
        "contentUrl": "https://tal.club/meet/aswath-p/profile-photo.jpg",
        "caption": "Aswath P profile photo on Tal"
      },
      "inLanguage": "en-IN"
    }
  ]
}
```