---
title: "Manisha . - Lead AI Engineer in Bengaluru | Tal"
description: "Meet Manisha ., AI Tech Lead | LLM Platforms · RAG · Agentic AI · Semantic Search | LangChain · LangGraph · Pinecone · FastAPI | GCP · AWS based in Bengaluru. AI stack includes antigravity, claude code, and cursor."
image: "https://tal.club/meet/manisha-37/share-image"
---

# Manisha \. on Tal

## Headline

AI Tech Lead \| LLM Platforms · RAG · Agentic AI · Semantic Search \| LangChain · LangGraph · Pinecone · FastAPI \| GCP · AWS

## About

I build AI platforms that ship to production\. Over 7\.5 years I've architected and led end\-to\-end AI systems across customer support, recruiting, and data platforms — from RAG\-powered knowledge bases and semantic search to LLM\-driven analytics and conversational AI products serving 4,000\+ organizations\. My recent work spans: 🔹 AI Knowledge platforms — LLM\-powered article generation, multi\-KB architecture, SSO, KB ingestion pipelines 🔹 AI Search & Discovery — semantic retrieval, contextual search, observability with Langfuse 🔹 AI ROI & Analytics — large\-scale distributed pipelines measuring adoption across 4,000\+ customers 🔹 GenAI assistants — conversational engines, JD\-CV matching, FAISS\-based semantic retrieval 🔹 Technical leadership — mentoring engineers across AI & platform teams Stack I work with: Python · FastAPI · LangChain · LangGraph · Pinecone · OpenAI GPT\-4o/4\.1 · Langfuse · Kafka · Redis · Kubernetes · GCP · AWS Always curious about hard problems at the intersection of AI systems and real\-world product impact — especially where RAG, knowledge platforms, and LLM orchestration meet scale\."

## Location

Bengaluru

## AI stack

antigravity

claude code

cursor

elevenlabs

github copilot

langfuse

## Work experience

Lead AI Engineer at Hiver, Jan 2026 \- Present · 8 mos, Bangalore Urban, Karnataka, India

Lead Software Engineer at Hunar\.AI, Feb 2025 \- Jan 2026 · 1 yr, Bangalore Urban, Karnataka, India

Lead Software Engineer at MoEngage, Mar 2024 \- May 2025 · 1 yr 3 mos, Bengaluru, Karnataka, India

Software Engineer 2 at Doxel, Oct 2021 \- Mar 2024 · 2 yrs 6 mos, Bangalore Urban, Karnataka, India

Software Engineer at Deloitte India \(Offices of the US\), Oct 2020 \- Oct 2021 · 1 yr 1 mo, Gurugram, Haryana, India

Software Engineer at Meadiagility, Oct 2018 \- Oct 2020 · 2 y, Gurgaon

## Education

MCA, Computer Science, Maharshi Dayanand University Rohtak

BCA, computer science, Maharshi Dayanand University Rohtak

[View the original profile](https://tal.club/meet/manisha-37)

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