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Aishwarya Pirankar

@aishwaryapirankar

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AI/ML engineer focused on generative and agentic AI solutions for production-ready systems.

India

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What I'm looking for

I am seeking a full-time AI/ML engineering role where I can build and deploy generative and agentic AI systems, work on production-grade MLOps, and contribute to a collaborative team focused on robust, responsible AI.

I am an AI/ML engineer with hands-on freelance and internship experience building generative and agentic AI solutions, multi-agent recommendation engines, and production-ready agents using LangChain, CrewAI, AutoGen and large language models. I have delivered secure Text-to-SQL agents, RAG-based chatbots with vector stores, and multimodal agent systems, and I prioritize reliable deployment using FastAPI, Docker, CI/CD and observability tools like MLflow.

I hold an MS in Artificial Intelligence and Machine Learning Ops and a BSc in Information Technology, and I combine research orientation with strong communication and collaboration skills. I seek to bring practical, scalable AI solutions to teams that value responsible model design, production robustness, and continuous improvement.

Experience

Work history, roles, and key accomplishments

Current

Artificial Intelligence Engineer

Current

Freelance

Dec 2024 - Present (1 year)

Built cross-platform mobile app using React Native and MERN for mental health professionals and engineered a secure Text-to-SQL agent with LangGraph, FastAPI and Llama 3 to generate optimized Azure SQL queries with multi-tenant isolation.

React Native MERN LangGraph fastAPI LLaMA Text To SQL Azure SQL Docker

Artificial Intelligence Intern

Cloud Counselage

Jun 2024 - Dec 2024 (6 months)

Developed a unified chatbot using RAG with HuggingFace embeddings, FAISS and Mixtral-8x7B to improve response accuracy, integrated an FAQ backend, and added speech-driven interfaces via Google speech recognition and TTS.

RAG Faiss Mixtral 8x7B Python Text To Speech Chatbot Development Backend

Education

Degrees, certifications, and relevant coursework

NMIMS University

Master of Science, Artificial Intelligence and Machine Learning Ops

2021 - 2023

Master of Science in Artificial Intelligence and Machine Learning Ops from NMIMS University completed between 2021 and 2023.

Mumbai University

Bachelor of Science, Information Technology

2018 - 2021

Activities and societies: Head of Social Media Team for Patkar Varde College IGNITE-2019; volunteer teaching and outreach activities; authored blog and social media posts on data science and cybersecurity.

Bachelor of Science in Information Technology from Mumbai University completed between 2018 and 2021.