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Vishwanand UserVU
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Vishwanand User

@vishwananduser

Generative AI intern building RAG systems, secure APIs, and DevSecOps monitoring.

India
Message

What I'm looking for

I’m looking for a role where I can build GenAI/RAG features, ship reliable FastAPI services, and strengthen systems with observability and security (DevSecOps). I enjoy end-to-end engineering that reduces troubleshooting and improves safety.

I’m a Generative AI Intern currently building hands-on AI solutions—especially LLM-powered RAG pipelines that turn documents and logs into actionable answers and insights.

Through my SmartInternz (Google Cloud Program) internship, I trained on LLMs, embeddings, prompt engineering, and RAG using Google Cloud tools, then developed and deployed AI applications with Vertex AI Studio and Gemini APIs.

On the engineering side, I’ve worked on secure, production-minded systems: a DevSecOps monitoring platform on AWS EC2 with FastAPI, Docker, Prometheus, and Grafana, plus log analysis automation using the Google Gemini API and vulnerability scanning in the deployment workflow.

I also build end-to-end GenAI products—from a RAG-based PDF question answering system using SentenceTransformers and cosine-similarity retrieval to a Natural Language to SQL query system with schema-aware prompt engineering and SELECT-only SQL validation.

Experience

Work history, roles, and key accomplishments

SM

Generative AI Intern

SmartInternz

May 2025 - Jul 2025 (2 months)

Completed hands-on training in generative AI, including LLMs, embeddings, prompt engineering, and RAG using Google Cloud tools. Developed and deployed Vertex AI Studio/Gemini API applications and built end-to-end RAG pipelines for document ingestion, embedding generation, and semantic retrieval.

ML

Internship Trainee

Meteonic Innovation Limited

Nov 2024 - Feb 2025 (3 months)

Performed static code analysis with SonarQube to identify bugs and maintainability issues. Conducted security vulnerability scanning with Snyk, supported code reviews and debugging, and gained exposure to secure coding practices and CI/CD workflows.

Education

Degrees, certifications, and relevant coursework

AN

Amity University, Noida

Bachelor of Technology, Computer Science and Engineering

2022 - 2026

Pursuing a Bachelor of Technology in Computer Science and Engineering at Amity University, Noida (Sep 2022 to Aug 2026).

AA

Army Public School, Amritsar

Senior Secondary (CBSE)

2020 - 2021

Completed Senior Secondary School (CBSE) at Army Public School, Amritsar (2020 to 2021).

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