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Ayush Arya

@ayusharya4

Message

I build cloud networking automation and AI agents that reduce incident response time and operational toil.

India

Message

At Oracle Cloud Infrastructure, I build automation for Cloud Networking and OCI Flow services. I created a Virtual On-Call Agent using MCP servers and LangGraph that resolves Sev-2 tickets end-to-end, cutting engineer-attended tickets by 30% and reducing MTTR.

I've also automated Sev-3/4 alert closure, shipped OCI flow-log features, led zero-downtime Linux migrations, and strengthened production readiness through Java test coverage. Beyond work, I've built RAG, NLP, and machine-learning systems and enjoy solving competitive programming problems.

Experience

Work history, roles, and key accomplishments

Current

Member of Technical Staff-1

Current

Oracle

Jul 2025 - Present (1 year 2 months)

Built a Virtual On-Call Agent using MCP servers and LangGraph to autonomously resolve Sev-2 tickets, cutting engineer-attended tickets by 30% and reducing MTTR. Led Linux version migrations and blue-green deployments for the OCI Flow service, ensuring zero-downtime releases.

Python LangGraph MCP Java Apache Flink Kubernetes OCI Networking Terraform Grafana

Fake News Detection System

ArIES, IIT Roorkee

Jan 2024 - Dec 2024 (11 months)

Built an NLP pipeline on 10K+ articles using SentenceTransformer embeddings, TextBlob sentiment, and PCA, training a CatBoost classifier achieving 81.7% accuracy.

Python Sentence Transformers TextBlob CatBoost scikit learn

Software Development Engineer Intern

Oracle

May 2024 - Jul 2024 (2 months)

Authored comprehensive Java unit test suites for Flowlog Control Plane and Dataplane services, increasing code coverage from near-zero to 85%+ and unblocking production readiness.

Java Junit Mockito

T20 Match Winner Prediction

Data Science Group, IIT Roorkee

Jun 2024 - Jun 2024 (0 months)

Engineered 30+ features from cricket scorecards and trained a CatBoost classifier achieving 81% accuracy with explainable feature importance rankings.

Python CatBoost Pandas Jupyter

NLP Question Answering System

ACM, IIT Roorkee

May 2024 - Jun 2024 (1 month)

Built a RAG pipeline using Flask and MiniLM embeddings to scrape, chunk, and semantically index Wikipedia content, integrating Gemini API as the answer generator.

Python Flask Sentence Transformers Gemini API Postman