I Named My SaaS After My Daughter — Here's Why I Built IraManage

Every software project has a story.

Mine started not in a boardroom or a hackathon, but in a WhatsApp group of 300+ frustrated residents of a Mumbai housing society.

IraManage is a smart society management platform built for Indian residential housing societies. It handles monthly maintenance billing, payment tracking, resident onboarding, and automated notifications. But before I tell you what it does, let me tell you why it exists.

The Problem

If you live in a Mumbai housing society, you know the chaos:

Maintenance bills arrive as blurry WhatsApp forwards
Payments tracked in Excel sheets (if you're lucky)
Treasurer manually matching hundreds of bank transactions to flat numbers every month
Residents with no idea if their payment was received
Committee members drowning in follow-up calls

This is not a small problem. Mumbai alone has thousands of registered housing societies, each managing hundreds of flats and crores of rupees in annual collections — and most of them still running on WhatsApp + Excel.

Why I Built It

I saw this problem up close. The manual effort was enormous, errors were frequent, and residents had zero transparency.

As a software engineer, I kept asking myself — this is a solved problem technically. Why hasn't anyone built a clean, affordable solution for Indian societies specifically?

Yes, tools like MyGate and NoBroker exist. But they are large platforms with large platform problems — feature requests go into a queue, customisations take months, and your society is one of thousands waiting in line.

IraManage is different in one fundamental way: if your society needs a feature, it gets built in under 2 days. Not a support ticket. Not a roadmap promise. A working feature, shipped.

A small dedicated platform built specifically for Indian residential societies moves at a speed that no large SaaS can match. That is the real advantage of working with an indie founder who is also the engineer — your feedback goes directly to the person writing the code.

So I decided to build it myself.

Why "IraManage"?

I named it after my daughter, Ira.

Building a startup is a long journey. On the hardest days — debugging at 2am, questioning everything — having her name on it reminds me why I push forward. It is also a promise: build something real, something that lasts, something worth her knowing about someday.

What I Built (So Far)

IraManage runs on:

Backend: Python + FastAPI + PostgreSQL
Frontend: React + Ant Design
Hosted on: AWS (EC2, RDS, S3, CloudFront)

Features live today

Society Onboarding Register a society, create wings and flats, invite residents via a unique link. Residents self-register — no manual data entry for the committee.

Monthly Billing Auto-generate bills for all occupied flats with configurable billing heads:

Maintenance (per sq. ft.)
Parking (fixed)
Sinking fund
Water charges
Late fees

Bill PDFs Professional A4 bills with UPI payment details, downloadable instantly. Residents get a clean bill — not a WhatsApp screenshot.

Bank Statement Parser Upload your ICICI / HDFC / SBI bank CSV. The system auto-matches UPI transactions to flat numbers using a confidence scoring engine built on narration parsing.

Payment Tracking Full payment history, pending amounts, overdue tracking — visible to both committee and residents.

Role-Based Access Chairman, Secretary, Treasurer, Committee, Member, Tenant — each role sees exactly what they need, nothing more.

The Interesting Engineering Problems

Building for Indian housing societies threw up some genuinely fun problems.

UPI Payment Matching

When a resident pays ₹5,000 maintenance via UPI, the bank narration looks like:

UPI/RAJESH KUMAR/9920001234/WING-A-101

I built a confidence scoring engine that extracts flat numbers, phone numbers, UPI VPAs, and names from these narrations and matches them to residents:

Signal	Confidence
Flat number match	95%
Phone number match	90%
UPI VPA match	90%
Name exact match	90%
Name fuzzy match	40–75%

Transactions above 80% confidence are auto-matched. Below that, the treasurer reviews and confirms manually.

Bill Generation at Scale

A 300-flat society generating bills in one click = 300 database inserts, each with JSONB line items, per-sqft calculations, and percentage-based charges.

Two optimisations that matter:

Bulk lookups — no N+1 queries Instead of querying parking and primary contact per flat (300 × 2 = 600 queries), build two dictionaries upfront in two queries and do O(1) lookups per flat.

Chunked commits — RAM stays flat Flush every 100 bills and expunge SQLAlchemy's session. Without this, a 1,000-flat society would hold everything in memory at once — a silent OOM risk in production.

Indian Flat Numbering

Societies have wings (A, B, C), standard floors, ground floors, basements, and shops. The numbering system handles all of these:

SOCIETY-WING-FLOOR+UNIT

Examples:
  GV-A-101    → Green Valley, Wing A, Floor 1, Unit 1
  GV-C-G01    → Green Valley, Wing C, Ground Floor, Shop 1
  GV-A-B101   → Green Valley, Wing A, Basement, Unit 1

Who Is It For?

Target: Housing societies in Mumbai with 100–500 flats.

Pricing: ₹10 per flat per month. A 300-flat society pays ₹3,000/month. A 500-flat society pays ₹5,000/month.

Zero transaction fees. Residents pay directly to the society's bank account via UPI. IraManage never touches the money — we just do the tracking.

Currently onboarding our first pilot society in Mira Road, Mumbai — a 300+ flat complex across 3 wings and 22 floors.

What's Coming Next

Email notifications via AWS SES — bills, payment acknowledgements, reminders
Member app — residents view their own bills, download PDFs, payment history
Late fee automation — auto-calculate and apply overdue penalties
Production deployment on AWS

Why This Blog

I will write here about two things:

1. Building IraManage — engineering decisions, problems I solved, lessons learned building a SaaS in India from scratch. Real code, real problems, no fluff.

2. AI/ML and tech — what is happening in the world of artificial intelligence, machine learning, and technology. Practical breakdowns for builders, not hype.

Some posts will be FastAPI deep-dives. Others will be breakdowns of the latest AI model releases. Always from a builder's perspective.

If you are building something, managing a housing society, or just curious about software — you are in the right place.

Building something for Indian housing societies? Want to be an early adopter or just say hello? Visit iramanage.com or reach out at contact@iramanage.com

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