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Vikramjeet Gupta

@vikramjeetgupta

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Data Science enthusiast building RAG and analytics projects with Python, Pandas, and ML fundamentals.

India

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What I'm looking for

I’m looking for opportunities to build practical data science and AI projects, apply Python/Pandas to real problems, and grow through hands-on work. I enjoy systems like RAG and also want to strengthen my end-to-end skills in analytics and development.

I’m a final-year B.Tech Computer Science & Engineering student and a Data Science enthusiast with a strong interest in Data Science and AI. I’m focused on building practical projects that sharpen my problem-solving skills in data science.

I built a Retrieval-Augmented Generation (RAG) based system that answers user queries from educational video content. I converted video lectures into text, generated embeddings, matched queries using semantic similarity, and integrated an LLM (Llama) to produce context-aware responses.

I also practice end-to-end data and web work: using Python with Pandas and NumPy for data cleaning, preprocessing, and visualization (Matplotlib, Seaborn), plus frontend development with HTML, CSS, and EJS. On the backend side, I’m learning Node.js (beginner) and Express.js, along with Tailwind CSS and Bootstrap for responsive UI.

Experience

Work history, roles, and key accomplishments

InsightRAG AI-Teaching-Assistant

Salkia Vikram Vidyalaya

Jan 2020 - Jan 2021 (1 year)

Developed a Retrieval-Augmented Generation (RAG) system to answer user queries from educational video content. Converted video lectures into text, generated embeddings for retrieval, matched queries via semantic similarity, and integrated an LLM (Llama) to produce context-aware responses.

RAG LLM LLaMA Embeddings Python Data Cleaning data preprocessing

Education

Degrees, certifications, and relevant coursework

Seacom Engineering College

Bachelor of Technology (B.Tech), Computer Science & Engineering

Final-year B.Tech in Computer Science & Engineering with a strong interest in Data Science and AI. Familiar with Python and Pandas and basic data analysis for working with structured data.