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Ziyan Patel

@ziyanpatel

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ML engineer candidate building offline RAG assistants with Llama 3 and Snowflake-backed data pipelines.

India

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What I'm looking for

I’m seeking an ML Engineer role where I can apply my experience building RAG assistants, LLM-based tools, and machine learning projects.

I built BIS Sahayta, an offline RAG assistant for answering questions about Indian Standards and BIS services with cited sources. It runs Llama 3 locally through Ollama and uses FAISS retrieval for air-gapped use.

For NEXUS, an ongoing project, I built an AI personal assistant with intent detection, tool routing, and LLM-based responses. I also implemented short-term memory for contextual conversations and a modular system for search, file handling, and task execution.

I developed a data pipeline that ingests, cleans, and visualizes datasets, connecting Streamlit to Snowflake for live SQL queries. I’m a final-year Computer Science Engineering student at Osmania University, graduating in 2027, and I’m seeking an ML Engineer role.

Experience

Work history, roles, and key accomplishments

Machine Learning Intern

Future Interns

Aug 2026 - Sep 2026 (1 month)

Completed three projects including a resume candidate screening system, sales demand forecasting, and support ticket classification and prioritization.

Machine Learning Resume screening Demand Forecasting Classification