Vishal
Mishra
Over 15 years of experience building scalable data platforms, cloud infrastructure, and production-ready software systems. I specialize in independently designing and delivering end-to-end data and AI/ML solutions, from architecture and cloud setup to automation, model deployment, monitoring, and production support. I have also built hands-on AI/ML and GenAI projects, including RAG-based assistants, AWS Bedrock applications, ATS resume analyzers, and ML pipelines for predictive analytics.
AWS Certified
9+ Certifications
AI/ML Engineer
Amazon Bedrock
JP Morgan
SRE · DevOps
Experience
A journey of building, scaling, and innovating across global institutions
JP Morgan
Site Reliability Engineer - DevOps
2022 - Present
EY
Lead Data Engineer
JP Morgan
Big Data Engineer
Visa
Data Engineer
Standard Chartered Bank
Hadoop Developer
Accenture Services
Senior Software Engineer
Infosys Ltd.
Systems Engineer
Education & Certifications
Academic foundation and professional credentials
Master of IT in Business (Artificial Intelligence Track)
Singapore Management University
2024 – 2026
Bachelor of Technology in Computer Science & Engineering
Gautam Buddh Technical University (formerly UPTU)
Graduated Dec 2010
Skills
Technologies and tools I work with every day
AI/ML
Cloud & DevOps
Data Engineering
Programming
Databases
Projects
Featured work and industry experience
AWS Bedrock Vectorless RAG
Serverless Vectorless RAG on AWS — upload documents, ask questions, get grounded answers using LLM reasoning instead of embeddings or vector databases. Built with Amazon Bedrock (Claude 3 Haiku), Lambda, DynamoDB, API Gateway, React, and Terraform.
Bedrock HR Onboarding Agent
A production-ready HR Onboarding AI Agent built with Amazon Bedrock AgentCore, RAG, and Guardrails — provisioned via Terraform, deployed with GitHub Actions CI/CD, FastAPI backend, and React frontend.
Blog
Thoughts and insights on technology, AI, and engineering
Build an AI-Powered HR Onboarding Agent with Amazon Bedrock, S3Vectors, FastAPI, and React
How to build a production-ready HR Onboarding AI Agent using Amazon Bedrock AgentCore, RAG, and Guardrails — provisioned with Terraform, deployed with GitHub Actions CI/CD, FastAPI backend, and React frontend.
Read on MediumBuilding a Serverless Vectorless RAG System on AWS
How to build a grounded RAG system without vector databases, using Amazon Bedrock and Claude on a fully serverless architecture.
Read on MediumHow did I Pass the AWS Data Engineer Associate exam in 2024?
My Journey to AWS Certified Data Engineer Associate in 2024 - A comprehensive guide to passing the AWS Data Engineer Associate exam, including study strategies, resources, and tips for success.
Read on Medium