---
title: "Harsh Agarwal - Artificial Intelligence Engineer in Pune District | Tal"
description: "Meet Harsh Agarwal, Generative AI Engineer based in Pune District. AI stack includes anthropic apis, antigravity, and claude code."
image: "https://tal.club/meet/harsh-agarwal-4/share-image"
---

# Harsh Agarwal on Tal

## Headline

Generative AI Engineer

## Location

Pune District

## AI stack

anthropic apis

antigravity

claude code

claude

codex

cursor

github copilot

hugging face

langchain

langfuse

langgraph

langsmith

mcp

ollama

openai

LiteLLM

OpenAI Playground

## Work experience

Artificial Intelligence Engineer at Ascendion, Sep 2025 \- Present · 11 mos, Deployed at ZS Associates Client: Eli Lilly • Drove implementation of MCP\-based automation servers enabling unified orchestration of AI workflows, backend tasks, and enterprise processes with real\-time observability via LangSmith\. • Architected a production\-grade multi\-agent AI authoring platform with orchestration, chain\-of\-thought reasoning, and tool\-calling capabilities, achieving a 60% reduction in document creation time through parallel and batch agent execution\. • Engineered structured prompt engineering strategies \(few\-shot, chain\-of\-thought, ReAct\), tool\-calling frameworks, and governance guardrails to ensure secure, explainable, and predictable LLM behavior in regulated enterprise environments\. • Designed extensible GenAI architectures with dynamic tool integration, scalable model invocation via Azure OpenAI and Anthropic Claude, and reusable AI components optimized for production throughput and low latency inference\. • Built advanced AI agents using LangChain and LangGraph, incorporating multi\-stage reasoning, self\-reflection loops, iterative refinement, and structured evaluation frameworks — significantly improving response accuracy and reliability\. • Implemented semantic search over enterprise document corpora using vector embeddings \(OpenAI text\-embedding\-3\-large\) and ChromaDB, enabling sub\-second retrieval for medical content queries\.

Software Developer at Metta Social, Jul 2023 \- Oct 2025 · 2 yrs 4 mos, Pune District, At Metta Social, I work as a backend engineer, owning and delivering scalable, cloud\-native solutions that power social impact platforms\. My work spans secure system architecture, AI integration, and intelligent automation: 🔹 Authentication & Security Implemented Role\-Based Access Control \(RBAC\) and Keycloak for secure, multi\-role authentication\. 🔹 Cloud & Serverless Development Designed and deployed serverless architectures using AWS Lambda, API Gateway, and S3 for high\-performance, cost\-effective solutions\. Integrated Textract and Rekognition to build scalable OCR and image moderation pipelines\. 🔹 AI & Automation Developed AI\-driven OCR models that improved data extraction accuracy by 80% and reduced manual workload\. Built AI\-powered comment and image moderation systems to enhance platform safety and compliance\. Leveraged Azure OpenAI GPT models for intelligent text summarization and content generation\. 🔹 Conversational AI & Agents Built a LangChain\-based AI bot with personalized knowledge and vector search\. Designed a self\-reflective AI agent using LangChain, LangGraph, and LangSmith featuring: Multi\-stage RAG pipelines Automated research via APIs Structured self\-critique mechanisms Full observability via LangSmith 💡 At Metta Social, I’ve gained hands\-on experience in building real\-world systems that combine cloud\-native practices, strong backend design, and cutting\-edge AI\.

Google CSB'22 at Google, Jul 2022 \- Jul 2022 · 1 mo

Android Developer at TwoWaits, Nov 2021 \- Nov 2021 · 1 mo, Noida, Uttar Pradesh, India

Intern at The Sparks Foundation, Oct 2021 \- Oct 2021 · 1 mo, Singapore

## Education

Bachelor of Technology, Computer Engineering, Graphic Era Deemed to be University

St\. Karen's High School

[View the original profile](https://tal.club/meet/harsh-agarwal-4)

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