Telemedicine App Development Company

TensorFlow

Model training and serving for clinical prediction and triage workloads.

Keras

Rapid model prototyping on top of TensorFlow for care-pathway experiments.

scikit-learn

Classical ML for risk scoring, no-show prediction, and scheduling optimisation.

MLflow

Experiment tracking and model registry so every deployed model is traceable.

Kubeflow

Pipelines for repeatable training and deployment on Kubernetes.

Python

Primary language for data engineering, ML services, and clinical analytics.

ONNX

Portable model format for running inference across cloud and edge runtimes.

OpenAI GPT

Clinical documentation drafting, visit summaries, and patient-facing assistants.

Claude (Anthropic)

Long-context reasoning over records and guidelines with careful, auditable output.

Google Gemini

Multimodal understanding across notes, images, and structured clinical data.

Meta Llama

Open-weight models for private, self-hosted deployments inside your perimeter.

Hugging Face

Model hosting and evaluation for domain-tuned healthcare models.

LangChain

Orchestrates retrieval, tools, and guardrails behind AI care workflows.

LlamaIndex

Retrieval over clinical documents, protocols, and knowledge bases.

TypeScript

Type-safe web and API code across patient, clinician, and admin surfaces.

React

Clinician consoles and patient web portals built as fast, accessible SPAs.

Node.js

Real-time services for consultations, notifications, and session signalling.

Django

Secure backends for scheduling, records, and role-based clinical access.

FastAPI

High-throughput APIs serving inference and integration endpoints.

Flutter

One codebase for iOS and Android patient and provider apps.

AWS

HIPAA-eligible services for hosting, storage, and media pipelines.

Google Cloud

Healthcare API, data services, and managed Kubernetes for clinical platforms.

Azure

Enterprise deployments alongside existing hospital Microsoft estates.

Terraform

Infrastructure as code, so every environment is reproducible and auditable.

Jenkins

CI/CD with automated test gates before any clinical release ships.

Grafana

Live dashboards on consult quality, latency, and platform health.

Prometheus

Metrics and alerting on uptime that virtual care delivery depends on.

Redis

Caching and presence state for low-latency consult and queue experiences.

AWS RDS

Managed relational storage for patient, visit, and billing records.

Elasticsearch

Fast search across records, notes, and audit trails.

Kafka

Event streaming for device vitals, HL7 feeds, and downstream analytics.

Snowflake

Warehouse for population analytics and outcome reporting.