LLM Engineer - Generative AI & RAG

Sneha Muramkar

LLM Engineer AI Developer

* ***** ** **********

Pune, India

Links

LinkedIn:// sneha muramkar

Email:// snehamuramkar6

Mobile:// +91-808*******

Skills

LANGUAGES

Python, Java, SQL, JavaScript

AI/ML

LLMs, Generative AI, RAG, NLP, Prompt En

gineering, Agentic AI

AGENTIC FRAMEWORKS

LangGraph, LangChain, CrewAI, n8n, Auto

mation Agent, Vertex AI

FRAMEWORKS

FastAPI, Django, Flask, Selenium, Cypress,

Playwright

DATABASES

MySQL, PostgreSQL, MongoDB

TOOLS

AWS, Docker, Git, Linux, Asterisk, Jira

Core Expertise

LLM Applications

RAG Pipelines

Multi Agent Workflows

AI Automation

REST API Development

Voice AI and VoIP

Test Automation

Backend Architecture

Education

2024

MCA

DAVV, Indore

2022

B.SC.

DAVV, Indore

Achievements

Built production level AI systems

deployed in real world environments.

Reduced manual effort using LLM based

automation pipelines.

Pune, India

Mob.: +91-808*******

Email: **************@*****.***

LinkedIn: sneha muramkar

Professional Summary

LLM Engineer with 4 years of experience in AI/ML, focused on designing and deploying scalable AI driven systems using LLMs and Generative AI. Proven expertise in building RAG pipelines, intelligent automation workflows, and production ready backend architectures. Strong in Python and real world system deployment, with a track record of improving efficiency through AI powered solutions.

Experience

2025–PRESENT Teliolabs Communications LLM Engineer

• Built AI driven test case generation systemusingLLMs,reducing manual effort.

• Designed multi input pipeline using Jira, APIs, and user flows for automated test creation.

• Applied prompt engineering to improve response accuracy and consistency.

• Automated framework selection and execution workflow for scalability.

2024–2025 Wavereco LLP AI Developer

• Developed AI powered call center system handling 100+ con current calls.

• Built role based CRM platform with real time dashboards and analytics.

• Integrated VoIP system using Asterisk on Linux servers.

• Implemented AI/ML workflows for lead management and auto mation.

2023–2024 Tridecimal Software Developer

• Built AI chatbot enabling real time intelligent question answer ing.

• Automated delivery of sports insights using AI pipelines.

• Improved system reliability using monitoring tools. 2023 Aipowr Gen AI Developer

• Developed GenAI based CMS for automated content genera tion.

• Implemented AI driven title and content creation workflows.

• Built backend systems using Django and Python.

Projects

AI Test Automation System LLM, RAG, Selenium, Cypress, Playwright

• Built end to end AI driven test automation system using LLMs for automatic test case generation.

• Integrated Selenium, Cypress, and Playwright for UI, API, and functional testing.

• Developed pipeline to convert natural language test steps into executable automation scripts.

• Reduced manual testing effort through intelligent automation workflows. Telecom RCA & RFO Automation LLM, RAG, ML

• Developed AI based RCA system for telecom incidents using RAG and ML models.

• Integrated CRM, WFM, UA, and inventory data for automated RFO generation.

• Implemented ticket mapping, circuit ID tracing, dual path handling, and time filtering.

• Generated RCA reports covering root cause, impact, resolution, and preventive measures. AI Call Center Automation LLM, VoIP

• Designed intelligent AI based call handling system with human like conversations.

• Integrated VoIP using Asterisk for real time call automation.

• Handled 100+ concurrent calls with AI driven workflows and lead processing. AI CRM Dashboard System Django, Analytics

• Built role based dashboards for Admin, Managers, and CEO with real time insights.

• Enabled tracking of calls, performance, and business metrics. MP Gramin Bank AI Chatbot LLM, NLP

• Developed an AI chatbot for banking to provide instant customer and account information.

• Enabled users to retrieve data through a conversational interface.

• Integrated backend APIs and database for secure, real time data access. Railway Voice Automation System Speech to Text, AI/ML

• Built AI based voice communication system between gate master and train driver.

• Implemented speech to text transcription for real time instruction processing.

• Improved operational efficiency and reduced manual communication dependency. Banking Management System Java, SQL

• Developed banking system for account management and transaction processing.

• Implemented secure data handling and optimized database operations.

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