We build Python apps that scale. From APIs to AI, delivered in 8-12 weeks at a fixed price.
IRPR builds Python applications that power startups and enterprises. We use FastAPI, Django, Celery, and LangChain to create backend APIs, data pipelines, and AI services. Every project is designed for scale from day one.
A typical engagement ships in 8 to 12 weeks and costs between $80,000 and $250,000. We work under fixed-price contracts and can comply with HIPAA, PCI-DSS, or SOC 2 requirements. You get a detailed roadmap before any build begins.
Our buyers include CTOs who need a reliable engineering partner for rapid MVPs, VPs of Engineering scaling their platform, founders launching data-driven products, and healthcare directors demanding HIPAA-compliant applications.
RESTful or GraphQL APIs built with FastAPI or Django REST Framework. Integrates with Stripe, Twilio, Auth0, and 50+ other services.
ETL pipelines using Celery, Airflow, and dbt. Process millions of records daily and load into Snowflake or BigQuery.
LangChain and OpenAI-powered chatbots with RAG over your knowledge base. Handles 80% of support queries autonomously.
Deploy scikit-learn, PyTorch, or TensorFlow models as scalable APIs. Includes monitoring, A/B testing, and automated retraining pipelines.
Automated data extraction, transformation, and loading from 15+ sources. Uses Python, Pandas, and PostgreSQL for clean data delivery.
Distributed scraping with Scrapy, Redis, and Docker. Collect 5 million product data points daily with built-in deduplication and monitoring.
FastAPI + WebSocket backend streaming live metrics to React frontend. Handles 10,000 events per second with Redis caching.
Custom Python scripts and tools for CI/CD, infrastructure provisioning, and cloud cost optimization. Integrates with GitHub Actions and Terraform.
Numbers don't lie. Here's what we've delivered.
We have shipped over 200 products to clients in 50+ countries. Our Python projects consistently hit their 8-12 week timeline with 98% on-time delivery.
Every app we deploy maintains 99.9% uptime thanks to automated monitoring and proactive alerting. You get production-ready code, not a prototype.
Not all Python shops deliver the same.
Many agencies charge by the hour and let scope creep inflate your budget. They hand over code with little testing or documentation.
IRPR operates differently. We fix the price and timeline upfront. Every project ships with full test coverage, CI/CD, and compliance built in.
From idea to production in 12 weeks.
We break every project into four clear phases. Each phase has a defined output and a fixed price.
You see working software after the first sprint and can adjust scope without delaying the timeline.
You get more than just code.
Every IRPR project includes a standard set of deliverables. These ensure your team can maintain and scale the app from day one.
Built a FastAPI-based service that processes 10,000 transactions/second with under 50ms latency. Reduced fraud losses by 40% for a fintech startup. Stack: FastAPI, Redis, PostgreSQL, AWS Lambda.
Developed a Django backend with FHIR integration for a telehealth company. Enabled 500+ simultaneous video consultations without downtime. Stack: Django, Celery, PostgreSQL, GCP.
Created an automated ML pipeline for a manufacturing client that predicts equipment failures 3 days in advance. Reduced unplanned downtime by 30%. Stack: Python, scikit-learn, Airflow, Kubernetes.
Built a Celery-based ETL pipeline ingesting data from 15+ sources into a Snowflake warehouse. Cut reporting time from 2 days to 2 hours. Stack: Python, Celery, Snowflake, dbt.
Deployed a LangChain chatbot with RAG on a retailer's knowledge base. Handles 80% of inquiries, saving 40 support hours weekly. Stack: LangChain, OpenAI, Pinecone, FastAPI.
Built a distributed scraping system using Scrapy and Redis that collects 5 million product data points daily. Client gained real-time competitor pricing insights. Stack: Scrapy, Redis, PostgreSQL, Docker.
Every project begins with a Roadmap phase (week 2) that locks in scope and price. You never see an unexpected invoice.
Our team averages 10+ years of Python experience. Every engineer is vetted through a 5-step technical interview.
We ship with automated tests, CI/CD, and monitoring. Our internal checklist ensures no project goes live without Sentry and uptime alerts.
We have built HIPAA, PCI-DSS, and SOC 2 compliant apps for over 20 clients. Compliance is part of our architecture review.
Source code, documentation, deployment scripts — all belong to you. No licensing fees, no vendor lock-in.
We can kick off within 1-2 weeks of signing. Our async-first process means we work across time zones without delays.
Every engagement runs through the same four-stage pipeline. Predictable by design.
30-minute discovery call. No deck. We'll tell you honestly what it takes, how long, and how much.
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