DEV Community: Heet Sanghani

Building AI Automation Pipelines with n8n — Heet Sanghani

Heet Sanghani — Wed, 03 Jun 2026 09:23:30 +0000

Building AI Automation Pipelines with n8n

Hi, I'm Heet Sanghani — Python Developer and AI/ML Engineer
at BrainerHub Solutions, Ahmedabad, Gujarat, India.

One of the most powerful tools in my stack right now is n8n —
an open-source workflow automation tool that connects APIs,
databases, and AI models without writing tons of boilerplate code.

What is n8n?

n8n is a self-hostable automation platform similar to Zapier but
far more powerful for developers. You can build complex workflows
visually and add custom Python/JS code nodes anywhere.

How I Use n8n at Work

At BrainerHub Solutions, I use n8n to:

1. AI-Powered Data Pipelines

Trigger on new data → clean with Python → run through ML model → store results → notify via Slack/email

2. Web Scraping Automation

Schedule scraping jobs → parse data → push to database → generate reports automatically

3. API Integrations

Connect multiple third-party APIs without writing repetitive integration code

Why I Recommend n8n for Python Developers

If you're a Python developer doing AI/ML work, n8n saves
hours of boilerplate. You focus on the logic, n8n handles
the orchestration.

My Setup

Self-hosted n8n on a VPS
Connected to PostgreSQL, FastAPI backends, and OpenAI API
Custom Python code nodes for ML inference

Final Thoughts

Automation is a superpower. As an AI/ML Engineer, combining
Python with n8n has multiplied my productivity significantly.

I'm Heet Sanghani, always building and shipping real products.
Check out my work at 👉 https://heet-sanghani-portfolio.vercel.app/

💼 LinkedIn: https://linkedin.com/in/heet-sanghani
🐙 GitHub: https://github.com/HeetSanghani

I'm Heet Sanghani — Here's My Python Developer Journey

Heet Sanghani — Wed, 03 Jun 2026 09:22:32 +0000

I'm Heet Sanghani — Here's My Python Developer Journey

Hi! I'm Heet Sanghani, a Python Developer and AI/ML Engineer
based in Ahmedabad, Gujarat, India.

I completed my BCA from Saurashtra University in 2025 and currently
work full-time at BrainerHub Solutions as an AI/ML Engineer.

How I Started

My journey started with Python and Django during my internship at
Spacetric Solutions. I fell in love with backend development —
building APIs, automating tasks, and solving real problems with code.

What I Do Now

At BrainerHub Solutions, I work on:

🤖 AI/ML pipelines and model integrations
⚡ FastAPI backend systems
🔄 Automation workflows using n8n
🕷️ Web scraping at scale

Projects I've Built

BidXpert — Real-Time Auction Platform

A full auction platform with real-time bidding using WebSockets
and FastAPI. Users can create auctions, place bids, and get
instant updates.

Skimpy — Thrift Marketplace

A marketplace platform for second-hand goods built with Django.
Clean UI, user authentication, and product listing system.

SecureLogins — Password Manager

A secure password manager built with Python. Encrypts and stores
credentials safely with a simple CLI interface.

My Tech Stack

Languages: Python, JavaScript
Frameworks: FastAPI, Django
AI/ML: TensorFlow, scikit-learn, LangChain
Automation: n8n, web scraping
Tools: Git, Docker, PostgreSQL

What's Next

I'm currently exploring LLM integrations and building
AI-powered automation tools. Always open to freelance
projects and collaborations!

Connect With Me

🌐 Portfolio: https://heet-sanghani-portfolio.vercel.app/
💼 LinkedIn: https://linkedin.com/in/heet-sanghani
🐙 GitHub: https://github.com/HeetSanghani
📧 Email: sanghaniheet3108@gmail.com

How I Built BidXpert — A Real-Time Auction Platform with FastAPI

Heet Sanghani — Tue, 02 Jun 2026 12:36:33 +0000

Hi, I'm Heet Sanghani, a Python Developer and AI/ML Engineer
from Ahmedabad, Gujarat, India. I currently work at BrainerHub
Solutions building backend systems and AI-powered applications.

In this post, I want to share how I built BidXpert — a
real-time auction platform using FastAPI.

What is BidXpert?

BidXpert is a real-time bidding platform where users can create
auctions, place bids, and get instant updates using WebSockets.

Tech Stack

Backend: FastAPI + Python
Database: PostgreSQL
Real-time: WebSockets
Auth: JWT Authentication
Deployment: Docker

What I Learned

Building BidXpert taught me how to handle concurrent WebSocket
connections efficiently in FastAPI and manage real-time state.

About Me

I'm Heet Sanghani — Python Developer & AI/ML Engineer based in
Ahmedabad. Check out my portfolio and other projects at:
👉 https://heet-sanghani-portfolio.vercel.app/

python #fastapi #webdev #ai