Amin Consultancy Services, LLC

$

Build

Applications

Full-stack Web AppsAPI DevelopmentEnd-to-End Delivery

Engineer

Data Pipelines

ETL & PipelinesMulti-Tenant PlatformsOptimization at ScaleReal-Time Streaming

Ship

AI & RAG

Retrieval-Augmented Gen.LLM IntegrationApplied AI on AWSVector SearchWorkflow Automation
Abhishek Amin

Abhishek Amin

Founder

I'm a full-stack engineer with seven years of experience building cloud-native systems on AWS. I've led a 20-person engineering team on a global platform serving 100,000+ users across 44 countries, and built a document workflow product from scratch that now serves government agencies administering affordable housing programs.

My work spans the full stack of a data product — ETL pipelines processing 20+ GB daily, FastAPI services and React interfaces on top, and RAG systems on Amazon Bedrock that automate document verification at scale.

Based in Fairfax, Virginia.

PythonAWSTypeScriptReactNext.jsFastAPIPostgreSQLDocker

Selected Work

Multi-Tenant SaaS Document Management Platform

Built from the ground up for a long-term client

  • Took the product from zero to a production multi-tenant platform
  • Designed and implemented the ETL pipelines powering the product
  • Optimized APIs and views for performance under real-world load
  • Added retrieval-augmented generation (RAG) on top of the platform
  • Now powers a business with three full-time employees

Python, AWS, RAG/LLM integration, multi-tenant architecture

Financial Analytics Platform

Ongoing contract engagement

  • Senior engineer on a data platform processing multi-GB daily datasets
  • Pipeline orchestration across AWS Glue, Batch, and Step Functions
  • Services layer built on ECS, Lambda, RDS, and DynamoDB
  • React frontend backed by a FastAPI service layer

AWS Glue, Batch, ECS, Step Functions, Lambda, RDS, DynamoDB, React, FastAPI

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