Python Backends
That Scale With You.
FastAPI, Django, Flask, and Odoo — plus data pipelines, AI services, and internal tools. Typed, tested, containerized, and monitored from day one.
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Python is the language powering the modern backend — web APIs, data pipelines, machine-learning services, automation, and ERPs like Odoo.
UpWve Technologies ships typed, tested Python services using FastAPI, Django, Flask, Celery, SQLAlchemy, and Pydantic — deployed in containers on AWS, Azure, GCP, or your own infrastructure, with observability wired in from day one.
Our Python backend tech stack
Modern, typed, tested — the Python stack we ship production systems with.
Our Python development services
APIs, Django platforms, data pipelines, AI services, automation, and Odoo — the full Python surface.
FastAPI Services
Typed, async FastAPI services with Pydantic models, OpenAPI auto-documentation, authentication middleware, and production-ready containerization.
Django Platforms
Django + Django REST Framework full-stack platforms — for SaaS, admin-heavy B2B, marketplaces, and rapid-ship products with batteries included.
Odoo Customization
Custom Odoo modules, integrations, migrations, and Odoo.sh deployments — see our dedicated Odoo page for the full capability set.
Data Pipelines & ETL
Airflow, Dagster, or Prefect pipelines with Pandas / Polars, pytest data-contract tests, and typed Pydantic schemas for every hop.
AI & ML Services
LLM backends, RAG pipelines, custom model serving with FastAPI + PyTorch, and MLOps pipelines — see the AI/ML page for the full offering.
Automation & Scripting
Ops automation, scraping, report generation, scheduled jobs, and background workers built with Celery, RQ, or Dramatiq.
Python 2 / Legacy Modernization
Python 2 to 3 migrations, old Flask / Django upgrades to current LTS, and type-annotation adoption with mypy / Pyright gating in CI.
DevOps & Deployment
Docker, Kubernetes, Terraform, GitHub Actions / GitLab CI — we ship Python services with CI/CD, monitoring, and zero-downtime deploys.
Python Support & SRE
Post-launch monitoring, P1 fix SLAs, dependency updates, security patches, and on-call rotations for business-critical systems.
AI-powered Python backends
Python is the default language for AI — we ship it into production with proper evals, guardrails, and observability.
LLM Services
- FastAPI + streamingSSE-backed chat endpoints with typed inputs and outputs.
- OpenAI / Anthropic / GeminiTyped clients, retries, caching, and cost dashboards.
- Self-hosted LLMsvLLM, TGI, and Llama.cpp on your own GPUs.
RAG Pipelines
- LangChain / LlamaIndexChunking, embedding, and retrieval pipelines in Python.
- pgvector & PineconeHybrid search with keyword + vector + reranker.
- Ingestion workersCelery / Dagster pipelines that keep the index fresh.
MLOps & Evals
- MLflow / Weights & BiasesExperiment tracking, model registry, and deployment.
- Eval suitesRagas, DeepEval, and custom harnesses running in CI.
- ObservabilityLangSmith / Helicone traces plus OpenTelemetry spans.
Python backends built for every use case
Where Python wins — APIs, data, AI, and automation.
REST & GraphQL APIs
FastAPI / DRF APIs with auth, rate limits, and OpenAPI docs.
AI & ML Services
LLM services, RAG pipelines, and custom PyTorch models.
Data Pipelines
Airflow / Dagster ETLs, batch jobs, and real-time streams.
Automation
Scraping, reporting, scheduled tasks, and ops scripts.
Django Platforms
Full-stack SaaS, marketplaces, and admin-heavy B2B apps.
Odoo Modules
Custom Odoo apps, migrations, and Odoo.sh deployments.
Python backends for every industry we serve
Python is the default backend language — here's where we ship it.
Fintech
Payment gateways, fraud scoring, reconciliation, and regulatory reporting pipelines.
Healthcare
FHIR APIs, clinical pipelines, HIPAA-ready data stores, and telehealth backends.
E-commerce
Order orchestration, catalog APIs, loyalty engines, and fraud detection.
Logistics
Route optimization, dispatch APIs, ETA prediction, and carrier integrations.
Manufacturing
MES integrations, OEE dashboards, predictive maintenance, and data pipelines.
Energy & Utilities
Smart-meter ingest, grid analytics, tariff billing, and regulatory reporting.
Insurance
Quote engines, claim automation, document intelligence, and underwriting APIs.
EdTech
Learning analytics, proctoring services, content pipelines, and LLM tutors.
Real Estate & PropTech
Listing ingestion, valuation models, document intelligence, and tenant agents.
AgriTech
Sensor ingest, yield models, advisory services, and farmer APIs.
Legal
Contract intelligence, clause extraction, and matter-management APIs.
Media
Ingest pipelines, transcoding orchestrators, recommendation engines, and CMS APIs.
Flexible Python engagement models
Fixed-scope builds, embedded pods, or individual engineers.
Fixed-Bid Project
A defined Python service or platform — scope, timeline, and price locked before kickoff.
- Signed scope document
- Fixed milestones
- Change requests priced separately
- Full IP assignment on final invoice
Dedicated Python Team
Senior Python engineers, SREs, and a tech lead embedded with your team.
- Same engineers across the engagement
- Daily standups on your channel
- Weekly demos + Friday staging drops
- Scales in 2-week windows
Staff Augmentation
Individual Python engineers joining your team under your process, tooling, and sprints.
- Vetted Python engineers in 48 hours
- You run standups, reviews, sprints
- Roles: senior backend, data engineer, MLOps, Odoo
- Swap or release with two-week notice
Our Python delivery process
Six phases from scoping to production with observability.
Discovery & Scoping
Free call to map goals, load profile, compliance, and integrations. Written estimate within 48 hours.
Architecture
Service map, data model, API contracts (OpenAPI), and deployment topology documented before code.
Sprint 0
Repo, typed scaffolding, CI/CD, Docker, Postgres / Redis, observability, and staging deploy live by end of week three.
Build, Demo, Iterate
One-week sprints, Thursday demos, Friday staging deploys. pytest + mypy + Ruff gates every PR.
Launch
Blue-green or canary rollout with Sentry / OpenTelemetry gating and automatic rollback on regressions.
SRE & Maintenance
On-call, P1 fix SLAs, dependency updates, security patches, and monthly performance reports.
Why Choose UpWve?
A strategic technology partner built for speed, ownership, and enterprise-grade delivery — without the complexity of traditional agencies.
Senior Engineers from Day One
Your projects are led by experienced architects, not junior-heavy teams. Senior talent from the start means quality code and faster decisions.
Faster Decisions, Fewer Layers
Lean teams and direct communication. You talk to the people who build — not account managers who relay messages through a chain.
Custom Delivery, Not Templates
Every solution is tailored to your business, architecture, and growth goals — never cookie-cutter. We build what you need.
Founder & Leadership Access
Direct access to senior leadership ensures accountability, clarity, and faster problem-solving. No ticket queues — you speak to decision-makers.
Better Cost-to-Value Ratio
Enterprise-quality outcomes without inflated costs. Top-tier results at a fraction of what large agencies charge.
Multi-Stack Expertise
Odoo ERP, React, Flutter, AI, IoT — one partner for all your technology needs. No juggling multiple vendors.
Enterprise-Grade Security
Strict NDAs, OWASP compliance, GDPR-ready processes, and full IP ownership. Your data and code are always yours.
Agile Execution without Enterprise Overhead
Modern agile delivery that moves fast — two-week sprints, weekly demos, and real-time visibility into progress without the rigidity of large integrators.
Clear Ownership & Long-Term Maintainability
Codebases, documentation, and architectures are built for clarity, handover, and long-term evolution — not dependency on vendors.
Python backend cost is quoted per project and depends on scope, load profile, integrations, and data sensitivity. We tailor the scope to your budget. Written estimate within 48 hours, free, with no obligation.
Focused APIs: 4–8 weeks. Mid-scope Django platforms: 10–16 weeks. Data pipelines or AI services: 8–14 weeks. Staging live by end of week three.
FastAPI for API-first services, heavy async workloads, typed contracts, and AI backends. Django when you need full-stack productivity, admin-heavy UIs, and batteries-included conventions. We pair them happily.
Yes. Every new project uses Python 3.12+, strict type annotations, Pydantic models, and mypy / Pyright as CI gates. Ruff replaces flake8 + isort + pyupgrade.
Yes. Python 2 to 3, older Django / Flask upgrades, and transitioning untyped codebases to modern typed Python. Incremental migrations so production never stops.
Async FastAPI, Celery / RQ workers, PostgreSQL tuning, Redis caching, horizontal scaling with Kubernetes, and OpenTelemetry-driven profiling. We benchmark before we optimize.
pytest for unit and integration tests, Hypothesis for property-based tests, factory-boy for fixtures, and contract tests for public APIs. Every PR runs the suite plus mypy and Ruff in CI.
Yes. Docker images, Kubernetes (EKS / AKS / GKE / on-prem), Terraform-managed infra, GitHub Actions / GitLab CI pipelines, and zero-downtime blue-green or canary deploys.
Yes. FastAPI streaming endpoints, LangChain / LlamaIndex pipelines, custom PyTorch services, self-hosted LLMs via vLLM, and MLOps with MLflow / Weights & Biases.
Yes — Odoo is core Python for us. Custom modules, migrations, Odoo.sh deployments, and integrations. See our dedicated Odoo page.
Yes. 90 days of post-launch support included, then an optional retainer covering on-call, P1 SLAs, dependency updates, security patching, and monthly performance reports.
You do. Full IP assignment on invoice — source, infra-as-code, CI/CD, container images, and every package we publish.
Have a project in mind? Let's talk.
Share your requirements on a short discovery call. We'll come back with a written estimate, recommended stack, and timeline — whether or not you end up working with us.