Hi, I'm Aman 👋
Platform & AI Engineer building agentic workflows, cloud-native backends, and developer tooling in Golang, Python and .NET.
AS

About

Software Engineer with 3+ years building scalable backend, cloud-native and AI platform systems in Golang, Python and C#/.NET. I currently work in Platform Engineering at HELIA, designing multi-agent AI workflows on AWS Bedrock, Claude and GitHub Actions that automate everything from product discovery through to delivery planning. Before that I built AI-driven cloud cost optimisation and Golang microservices at Cloudnuro.AI and secure payroll data pipelines for Denovo Ventures. Outside of work I build things like an on-demand disposable VPN and Rubi, my own RAG-powered AI assistant. Fully eligible to work in Australia (Work Visa holder).

Work Experience

H

HELIA
Current

May 2026 - Present
Engineer – Platform Engineering
  • Built an end-to-end Discovery-to-Delivery agentic workflow orchestrating specialised AI agents across GitHub Actions and GitHub Agentic Workflows with Claude (Anthropic) on AWS Bedrock, cutting end-to-end delivery cycle time by 70%.
  • Automated GitHub repository and project provisioning from an organisation-wide template repository I authored, reducing new project setup from 2 days to under 1 minute.
  • Engineered multi-persona review agents that evaluate product discovery documents against CTO and COO perspectives, surfacing technical feasibility and business constraints before work enters delivery.
  • Developed an Architecture Agent generating three candidate architectures with explicit trade-offs, triggering a Planner Agent on merge that decomposes the approved design into scoped sub-tasks.
  • Implemented guardrails driving adoption of secure, maintainable in-house libraries, removing recurring engineering friction across teams through targeted agentic workflows.
AWS Bedrock
Claude (Anthropic)
GitHub Agentic Workflows
GitHub Actions
Multi-Agent Orchestration
Golang
Python
AWS
CI/CD
Developer Platform Tooling
C

Cloudnuro.AI
Full-time

Mar 2023 - Nov 2025
Software Engineer
  • Designed a cloud-native AI-driven recommendation system in Python using machine learning models and REST APIs, analysing usage patterns to optimise VM and database scaling on AWS and Azure, achieving an average 60% cost reduction.
  • Built a backend-driven onboarding platform using Golang microservices, enabling application onboarding within one minute without manual assistance.
  • Engineered a data aggregation framework in Golang and PostgreSQL consolidating cost-efficiency metrics from multiple sources, driving SaaS license purchasing decisions.
  • Automated the full SaaS reporting lifecycle (drafting, review, release) with Python, saving 20 hours weekly.
Golang
Python
PostgreSQL
Redis
Docker
AWS
Azure
Microservices
REST APIs
Machine Learning
ReactJS
VueJS

Skills

AI & Agentic Systems

AWS Bedrock
Claude (Anthropic)
OpenAI API
GitHub Agentic Workflows
GitHub Copilot
Multi-Agent Orchestration
RAG
Prompt Engineering
Machine Learning
NLP

Backend & Systems

Golang
Python
C#/.NET
ASP.NET
REST APIs
Microservices
Distributed Systems
Secure System Design

Cloud, DevOps & Platform

AWS
GCP
Docker
CI/CD
GitHub Actions
Cloud Run
Cloud Functions
Serverless
Developer Platform Tooling
Monitoring & Logging

Databases & Data

PostgreSQL
Redis
SQL Server
Database Design
Data Aggregation
Performance Optimisation

Automation & Workflow

n8n
Workflow Orchestration
Infrastructure Automation
Python Scripting

Frontend

JavaScript/TypeScript
React.js
Next.js
Vue.js
My Projects

Check out my latest work

I've worked on a variety of projects, from simple websites to complex web applications. Here are a few of my favorites.

Rubi AI Assistant

Rubi AI Assistant

A personal AI assistant that answers questions about my professional background using my resume as a knowledge base. Implemented a Retrieval-Augmented Generation (RAG) pipeline integrating vector-based document retrieval with LLM responses, plus prompt orchestration and context management logic to improve response relevance and reduce hallucinations.

OpenAI
Python
Next.js
Typescript
n8n
RAG (Retrieval Augmented Generation)
TailwindCSS
Docker
Shadcn UI
Magic UI
Disposable VPN

Disposable VPN

An on-demand VPN platform built on a serverless backend architecture with infrastructure automation and secure access control. Automated provisioning and teardown workflows support ephemeral, secure access environments at scale — 85% faster provisioning, 100+ concurrent connections and 99.9% availability.

Google Cloud Run
Google Cloud Functions
Docker
Python
n8n
SSH
Serverless Architecture
Cloud Automation
Contact

Get in Touch

Want to chat? Just shoot me a dm with a direct question on LinkedIn and I'll respond whenever I can.