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Rahat Khan

@rahatkhan1

Machine learning engineer and data scientist focused on NLP, RAG systems, and production-ready web app deployments.

India
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What I'm looking for

I want to work on applied ML—especially NLP and RAG—while building reliable APIs and interactive apps. I’m excited by clean model validation, thoughtful feature engineering, and fast deployments in real product workflows.

I’m a Machine Learning Engineer and Data Scientist who enjoys turning unstructured data into useful, retrieval-driven experiences. I’ve focused on NLP workflows, from preparing knowledge for LLM retrieval to validating models with practical cross-validation.

In my ML Engineer Intern—OJT experience, I contributed to a Retrieval Augmented Generation (RAG) development pipeline. I processed and structured ML training content by creating transcripts and organising knowledge chunks in Excel for RAG system ingestion, gaining hands-on exposure to RAG architecture and how unstructured content is prepared for LLM-based retrieval systems.

My projects reflect how I build end-to-end solutions: ForensiQ used an OCR pipeline, spaCy NER, and TF-IDF similarity with a secured Flask REST API (JWT + role-based access) and PDF exports; I also deployed models as interactive Gradio/Streamlit apps (including an IPL match winner predictor and crime type prediction). I’m looking for an environment where I can keep shipping applied ML—especially NLP, RAG, and clean deployment workflows.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

DC

DG Ruparel College

Bachelor of Science in Computer Science, Computer Science

2023 - 2026

Pursuing a Bachelor of Science in Computer Science at DG Ruparel College in Mumbai from 2023 to 2026.

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