ML Pipelines in Houston.
Feature stores, training, and model serving. Shipped by senior engineers in Houston, async-first, fixed-price.
IRPR.io ships ml pipelines work for Houston teams — engineering-led, async-first, and senior-only. Feature stores, training, and model serving.
Our data & analytics practice has delivered ml pipelines projects across startups, scale-ups, and enterprise operators. Every engagement is fixed-price, fixed-scope, and ends with a production-grade handoff.
Houston is the energy capital of the world and home to the Texas Medical Center - the largest medical complex on Earth. The city's healthcare, energy, and industrial base drives demand for enterprise software, IoT, and data infrastructure.
Types of ml pipelines we ship for Houston teams.
Modern data stack
Fivetran + Snowflake + dbt + Looker in 6-8 weeks, production-ready.
Event tracking
Typed event schemas with PII safety - PMs answer their own questions.
Reverse-ETL rollout
Pump clean data into Salesforce, HubSpot, Stripe, Intercom.
ML pipeline
Feature stores, model serving, monitoring, drift detection.
Dashboards and BI
Self-serve BI with Looker, Metabase, or Tableau.
Data governance
PII tagging, retention policies, DSAR tooling, GDPR/CCPA/HIPAA.
ML Pipelines for every Houston business.
Search terms people type, matched to products we've built. Nothing on this list is hypothetical — every category here has shipped code.
Data stack by vertical
Data engagements
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Industries we build ml pipelines for in Houston.
Why Houston is a tech city.
Houston is the energy capital of the world and home to the Texas Medical Center - the largest medical complex on Earth. The city's healthcare, energy, and industrial base drives demand for enterprise software, IoT, and data infrastructure.
ML Pipelines that ships - on Houston's terms.
Houston-aware engineering
We know the healthcare and manufacturing buyers in Houston. Our roadmaps reflect what local operators actually ship.
Senior-only delivery
Every ml pipelines project is led by an engineer who has shipped this work in production. No junior delegation.
Fixed price, fixed scope
You know the budget and timeline before engineering starts. Change orders are priced transparently.
US-aligned async-first
We overlap Houston work hours for standups, demos, and decisions. No overnight timezone drag.
Compliance by design
HIPAA, SOC 2, PCI, GDPR - baked in at architecture, not bolted on for audit. We've passed first-attempt audits for clients in your industry.
Your code, your IP
Every repo, piece of infrastructure, and document is handed off on day one. No proprietary frameworks, no lock-in.
Idea → Roadmap → Product → Release.
Every engagement runs through the same four-stage pipeline. Predictable by design.
More from Houston.
Other services we ship in Houston, and the same ml pipelines expertise in other US metros.
Other data & analytics work we ship in Houston.
Questions clients ask first.
Your ml pipelines project in Houston, shipped.
Book a discovery call with an engineer who has shipped ml pipelines projects for Houston teams. 30 minutes, no deck.