Technology Stack

Core backend language with type hints, async/await support

Using latest Python features: pattern matching, exception groups, performance improvements

Web framework with batteries included

Django REST Framework, Django Channels, Django Tenants, Celery integration

High-performance async API endpoints

OpenAPI documentation, Pydantic validation, OAuth2 with JWT tokens

Primary relational database

JSONB, full-text search, row-level security, partitioning, logical replication

Caching, session storage, pub/sub

Redis Streams, Redis Search, Redis JSON, Redis TimeSeries

Message broker for async processing

AMQP, MQTT, STOMP protocols, clustering, federation

Component-based UI library

Concurrent features, Suspense, Server Components, automatic batching

Full-stack React framework

App Router, Server Actions, Partial Prerendering, Image Optimization

Type-safe JavaScript

Strict mode, decorators, satisfies operator, const type parameters

Utility-first CSS framework

JIT compiler, custom plugins, responsive design, dark mode

State management

RTK Query, Immer, Redux DevTools, TypeScript support

Data visualization

Interactive charts, real-time updates, custom visualizations

Deep learning framework

TensorFlow Serving, TensorFlow Lite, TensorFlow.js, TPU support

Research and production ML

TorchScript, Distributed training, ONNX export, Mobile deployment

State-of-the-art NLP

BERT, GPT, RoBERTa, multilingual models, fine-tuning pipeline

Industrial NLP

Named entity recognition, dependency parsing, 24 language models

Classical ML algorithms

Classification, regression, clustering, dimensionality reduction

Computer vision

Document scanning, face detection, OCR preprocessing

Containerization platform

Multi-stage builds, BuildKit, Docker Compose, Swarm mode

Container orchestration

Helm charts, Horizontal Pod Autoscaler, Service Mesh (Istio)

Infrastructure as Code

Multi-cloud provisioning, state management, modules, workspaces

CI/CD pipeline

Matrix builds, secret management, artifact storage, deployment

Web server & reverse proxy

Load balancing, SSL termination, rate limiting, caching

Cloud platforms

EC2/GCE, S3/GCS, RDS/Cloud SQL, Lambda/Cloud Functions

Metrics collection

PromQL, AlertManager, Service discovery, Remote storage

Metrics visualization

Custom dashboards, Alerting, Plugins, Loki integration

Search and analytics

Full-text search, Aggregations, Machine learning, Security

Log analysis

Discover, Visualize, Dashboard, Canvas, Maps

Error tracking

Real-time alerts, Performance monitoring, Release tracking

APM & Infrastructure

Distributed tracing, Synthetic monitoring, RUM, Logs

Secrets management

Dynamic secrets, Encryption as a service, PKI, SSH certificates

Identity and access management

SSO, SAML 2.0, OAuth 2.0, OpenID Connect, LDAP integration

Security testing

Automated scanning, API testing, CI/CD integration

Antivirus scanning

File upload scanning, Real-time protection, Signature updates

Web application firewall

OWASP Core Rule Set, Custom rules, Real-time protection

Intrusion prevention

Log monitoring, IP banning, Custom filters, Actions