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Rameshwar UserRU
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Rameshwar User

@rameshwaruser

I build cloud-native backend applications and AI systems with Python, AWS, Docker, and CI/CD.

India
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What I'm looking for

I'm looking for opportunities to build and deploy backend or cloud-native applications, strengthen my AWS and DevOps skills, and contribute to practical AI or data-driven products.

I built Green Bloom, a cloud-native plant e-commerce platform deployed on AWS ECS Fargate. I containerised a Flask/Gunicorn application, automated deployments with GitHub Actions and Amazon ECR, and separated compute, database, and storage layers using ECS, RDS, and S3.

I also developed a real-time emotion recognition system that achieved 82%+ validation accuracy on 12,000+ RAF-DB images and runs inference at 30 FPS using PyTorch and OpenCV. For research workflows, I built a LangChain-based multi-agent system that coordinates parallel web searches and supports both Grok API cloud inference and local Ollama execution.

I'm completing a Computer Science engineering degree with a Data Science specialization and have hands-on experience across backend development, Linux, AWS infrastructure, databases, machine learning, and deployment automation.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

Shoolini University logoSU

Shoolini University

Bachelor of Engineering, Computer Science

2022 -

Grade: 8.3/10

Pursuing a Bachelor of Engineering in Computer Science with a specialization in Data Science, maintaining a CGPA of 8.3/10.

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