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ROSHAN User

@roshanuser9

I build practical AI and machine-learning solutions for automation, retrieval, and computer vision.

India
Message

What I'm looking for

I'm seeking a dynamic, innovation-focused organization where I can apply machine learning, deep learning, NLP, and computer vision to deliver practical, data-informed AI solutions.

At Pentagon Innovations, I engineered an AI-powered VAPT report automation pipeline using Gemini 1.5 Flash, multi-format ingestion, prompt engineering, vulnerability deduplication, and risk classification. I also developed n8n workflows for an LLM chatbot and a Gemini-powered RAG pipeline with Pinecone semantic search.

I've built computer-vision, NLP, and predictive-modeling projects, including a YOLOv8 retail assistant, a university support chatbot, facial-expression recognition, and a Random Forest sales prediction model. I'm completing an M.Sc. in Data Science and enjoy turning AI capabilities into practical, data-informed solutions.

Experience

Work history, roles, and key accomplishments

PI

Data Science Intern

Pentagon Innovations

May 2025 - Jun 2025 (1 month)

Engineered a core AI-powered VAPT report automation system using Gemini 1.5 Flash, implementing multi-format ingestion, token-aware chunked prompt engineering, vulnerability deduplication, and risk classification. Developed n8n automation workflows including an LLM chatbot and a RAG pipeline integrating Gemini with Pinecone vector DB for semantic search.

Education

Degrees, certifications, and relevant coursework

Madras Christian College logoMC

Madras Christian College

M.Sc., Data Science

2024 - 2026

Pursued a Master of Science in Data Science, completing the program in 2026.

Vels University logoVU

Vels University

B.C.A., Data Science

2021 - 2024

Completed a Bachelor of Computer Applications with a focus on Data Science.

Great Learning logoGL

Great Learning

Basics of Machine Learning, Machine Learning

Completed a course on the basics of machine learning.

Great Learning logoGL

Great Learning

Python Fundamentals for Beginners, Computer Science

Completed a course covering Python fundamentals for beginners.

Great Learning logoGL

Great Learning

Python for Data Analysis, Data Science

Completed a course on Python for data analysis.

Great Learning logoGL

Great Learning

Introduction to Machine Learning, Machine Learning

Completed several online courses in machine learning and Python for data analysis.

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