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Lakshmi M.

Lakshmi M.

AI & Machine Learning Engineer · Junior

India · Rate on request

Professional Overview

Generative AI Engineer specializing in LangGraph, RAG, and multi-agent systems. Built and deployed InvoiceIQ AI, a live SaaS performing three-way invoice matching, and DocuMind AI, a 5-agent LangGraph workflow turning notes into PRDs and reports. Skilled in FAISS, LangChain, CrewAI, FastAPI, and LLM APIs (OpenAI, Groq, Gemini, Claude).

Experience

Company
Hope AI Pvt. Ltd. — Applied AI Program
Jan 2025 – Jul 2026
Role title
Generative AI Engineer

AI Expertise

AI & Machine Learning Engineers

Skills

Python RAG LangChain OpenAI API

Employment Type

Full-time

Description of Responsibilities

  • Built and deployed InvoiceIQ AI, a live SaaS automating 3-way invoice matching
  • Designed DocuMind AI, a 5-agent LangGraph workflow turning raw notes into PRDs
  • Developed 10+ production-style GenAI projects using LangChain, LangGraph, CrewAI
  • Deployed AI systems using FastAPI, PostgreSQL, Docker on AWS EC2.

Key Achievements / KPIs

  • Deployed InvoiceIQ AI live at invoice.lashai.in,
  • Built end-to-end AI projects across RAG, multi-agent, and automation use cases.

Education

School
HOPE AI
Jan 2025 – Jul 2026
Degree / Program
Masters program in AI

Field of Study: Machine learning, gen ai, nlp, deep learning

School
Kongu Engineering College
Jun 2011 – Apr 2014
Degree / Program
MCA

Field of Study: Computer science

Areas of Expertise

AI & Machine Learning Engineers

Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.

Automation & AI Workflows

Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.

NLP & Prompt Engineering

Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.

Open to

Full-time Freelance

Experience Level

Junior

Current location

India

Time Zone

Kolkata UTC+5.5

Primary Work Language

English

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