---
title: "Lekshmi S - Associate Software Engineer in Ernakulam | Tal"
description: "Meet Lekshmi S, Backend & AI Systems Developer | FastAPI · RAG Pipelines · LLM Integration · NestJS · MongoDB | Open to Backend / AI Roles based in Ernakulam. AI stack includes cursor, hugging face, and langchain."
image: "https://tal.club/meet/lekshmi/share-image"
---

# Lekshmi S on Tal

## Headline

Backend & AI Systems Developer \| FastAPI · RAG Pipelines · LLM Integration · NestJS · MongoDB \| Open to Backend / AI Roles

## About

I'm a Backend and AI Engineer with 1\.8 years of production experience turning complex problems into clean, scalable systems\. At Terawe Technologies, I work as the primary backend engineer on an AI\-powered search platform — building FastAPI services, hybrid vector \+ metadata search pipelines, and GPT\-4 Vision\-based data ingestion workflows that handle tens of thousands of records in real time\. What I actually build day to day: Python REST APIs \(FastAPI, Flask\) designed for scale and security Semantic search systems using Qdrant, ChromaDB, and MongoDB Agentic AI pipelines with LangChain and LangGraph — including a ReAct\-style planner with hot\-swappable LLM backends \(GPT, Llama 3\.1, NVIDIA NIM\) RBAC and secure workflow systems in NestJS Cloud integrations on Azure and AWS with Docker\-based deployments I'm actively looking for Backend Developer, Python Developer, or AI/GenAI Engineer roles in Bangalore, Kochi, Hyderabad, or Trivandrum where I can take on more ownership, work on harder problems, and grow into a senior engineering role\. If you're hiring or know someone who is — let's connect\. 📧 slekshmi3949@gmail\.com

## Location

Ernakulam

## AI stack

cursor

hugging face

langchain

langgraph

mistral

Qdrant

## Work experience

Associate Software Engineer at Terawe Corporation, Aug 2024 \- Present · 1 yr 11 mos, Bengaluru, Karnataka, India

Jr Web Developer at Yatramantra, May 2023 \- Jan 2025 · 1 yr 9 mos

Campus Ambassador for NEO foundation at NEOeducation, Mar 2022 \- May 2023 · 1 yr 3 mos, Kochi, Kerala, India

## Education

Bachelor's degree, Computer Science, Model engineering college

[View the original profile](https://tal.club/meet/lekshmi)

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