Hi, I'm Satvik Tiwari

Software Engineer @ JPMorgan Chase • Backend • Distributed Systems • AWS • AI/ML

I build scalable backend systems and event-driven data platforms on AWS. Outside of work, I'm pursuing an MS in AI & ML and enjoy learning machine learning by implementing algorithms from scratch.

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• Software Engineer at JPMorgan Chase
• Building large-scale event-driven backend systems on AWS
• Pursuing an MS in Artificial Intelligence & Machine Learning
• Learning ML fundamentals by implementing algorithms from scratch
• Interested in Distributed Systems, Cloud Architecture, AI, and MLOps

• Event-driven backend architectures
• Distributed systems on AWS
• API infrastructure
• Data ingestion and search platforms
• AI-assisted developer tooling
• Observability and release engineering

• Machine Learning from Scratch
• Retrieval-Augmented Generation (RAG)
• LLM Engineering
• MLOps
• Advanced AWS Architecture
• System Design

Implementing classical machine learning algorithms from scratch to understand the mathematics behind modern AI.

Building small AI-powered tools for release engineering, observability, and developer productivity.

Scalable backend services, event-driven workflows, and cloud-native applications built with Java, Spring Boot, and AWS.

• AWS Certified Solutions Architect – Associate
• HashiCorp Terraform Associate

Distributed Systems • Backend Engineering • AWS • Machine Learning • LLMs • MLOps • System Design