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ridhi sharmaRS
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ridhi sharma

@ridhisharma2

Data Science postgraduate who built a Qdrant RAG pipeline for operational documents at CITIC CLSA Pune.

India
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At CITIC CLSA Pune, I engineered a RAG embedding pipeline and Qdrant vector knowledge base to chunk and index 263 operational documents. I used Docling to convert complex PDFs and DOCX files into structured Markdown, and collaborated on integrating the pipeline with an LLM retrieval system for an operational chatbot.

In my projects, I scraped and structured Indo-Pak ceasefire incident data for analysis, and developed an online payment fraud detection platform with a React frontend and FastAPI backend. I’m pursuing an MSc. in Data Science and Big Data Analytics at MIT-WPU.

Experience

Work history, roles, and key accomplishments

CC

Information Technology Intern

CITIC CLSA

Apr 2026 - Jul 2026 (3 months)

Engineered a RAG embedding pipeline and vector knowledge base using Qdrant to index data from 263 operational documents. Utilized Docling to parse and convert PDF and DOCX files into structured Markdown for an LLM retrieval system.

Education

Degrees, certifications, and relevant coursework

MIT World Peace University logoMU

MIT World Peace University

Master of Science, Data Science and Big Data Analytics

2024 -

Grade: 9.02 CGPA

Pursuing MSc in Data Science and Big Data Analytics with a CGPA of 9.02.

Chandigarh University logoCU

Chandigarh University

Bachelor of Science, Computer Science

2020 - 2024

Grade: 8.02 CGPA

Completed BSc in Computer Science with a CGPA of 8.02.

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