Looking for a job

Nitya Pathak

@nityapathak

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I build production AI systems for enterprise search, prediction, and demand forecasting.

India

Message

What I'm looking for

I'm looking to build production-oriented AI systems that turn complex enterprise data into useful predictions, search experiences, and grounded LLM applications.

At Airbus, I build AI solutions for enterprise material intelligence, aircraft master-data prediction, and spare-parts demand forecasting.

I've developed a Material Intelligence Copilot that recommends standardized SAP material keywords, detects duplicate records through embeddings and semantic similarity, and enables natural-language knowledge queries using Vertex AI Gemini and Vertex AI Vector Search. I combine semantic search, prompt engineering, and LLM reasoning to produce grounded recommendations.

For aircraft master data, I built a two-stage machine learning pipeline using Logistic Regression and XGBoost to detect gaps and recommend gap codes. I also use SHAP to explain predictions and surface the business factors behind them.

I'm pursuing an M.Tech in Artificial Intelligence and Machine Learning at BITS Pilani while applying Python, SQL, machine learning, NLP, RAG, and Google Cloud Vertex AI to production-oriented enterprise systems.

Experience

Work history, roles, and key accomplishments

Current

Associate Systems Engineer-Data Science

Current

Airbus

Aug 2023 - Present (3 years)

Developed AI-powered solutions for enterprise material intelligence, including a RAG-based copilot for SAP master data and a demand forecasting pipeline for spare parts. Built machine learning models for gap prediction and inventory optimization, leveraging SHAP for interpretability.