Helfie.AI Tech Stack

Smartphone-based health screening and AI diagnostics platform

Public Health Melbourne, Victoria 51–200 employees Founded 2021 Privately Held

Helfie.AI pairs smartphone sensors with generative AI to screen for 30+ health conditions via voice, motion, breath, and biometric signals. The stack—Python, Rust, Kubernetes, Azure OpenAI, Pinecone—reveals a mobile-first, ML-heavy backend designed for real-time inference at scale. Active hiring in data and marketing (6 senior+ roles) alongside engineering suggests the company is scaling detection accuracy and distribution loops while grappling with data governance, compliance friction, and unit economics (CAC and install volume flagged as pain points).

Tech Stack 24 technologies

Core StackJava Python Rust Kubernetes Terraform Docker Helm Prometheus Grafana Elasticsearch Adobe Premiere Pro Azure Functions Pinecone TOGAF iOS Android TikTok Instagram Meta YouTube Azure OpenAI SQL Logstash Kibana

AdoptingKubernetes

What Helfie.AI Is Building

◆Challenges

Data governance
Performance & security
Low install volume
High cac
Ensuring compliance with privacy regulations
Protecting patient data
Managing cross-border data transfers
Raw telemetry to actionable intelligence
Data flows reliability and security
Privacy regulation compliance

▲Active Projects

Referral and sharing loops inside social + app journeys
Multiyear technology roadmap
Ai integration
Seo and ai-search strategy
Enterprise messaging
Thought leadership content
End-to-end growth strategy across tiktok, instagram, facebook & youtube
Influencer and ugc experimentation
Video content strategy & execution
Digital campaigns creative execution

Hiring Activity

Steady10 roles · 3 in 30d

Department

Data

Marketing

Engineering

Seniority

Senior

Lead

Manager

Notable leadership hires: Head of Content, Creative Director

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About Helfie.AI

Helfie.AI is an Australian digital-health platform founded in 2021 that uses smartphone sensors and AI to detect early-stage health conditions and deliver personalized health insights. The company operates in the preventative care segment, positioning continuous, accessible screening as foundational infrastructure for a shift from reactive to proactive health management. At 51–200 employees based in Melbourne, the organization is actively expanding its detection models, refining go-to-market motion across social platforms (TikTok, Instagram, YouTube, Facebook), and navigating compliance requirements around patient data protection and cross-border transfers.

HeadquartersMelbourne, Victoria

Company Size51–200 employees

Founded2021

Hiring MarketsAustralia

Frequently Asked Questions

What tech stack does Helfie.AI use?

Core languages: Python, Rust, Java. Infrastructure: Kubernetes, Terraform, Docker, Helm. Observability: Prometheus, Grafana, Elasticsearch, Logstash, Kibana. ML/AI: Azure OpenAI, Pinecone. Mobile: iOS, Android. Distribution: TikTok, Instagram, Meta, YouTube.

What is Helfie.AI working on?

Active projects include referral and sharing loops, multiyear technology roadmap, AI integration, SEO and AI-search strategy, enterprise messaging, thought leadership content, and end-to-end growth strategy across TikTok, Instagram, Facebook, and YouTube with influencer and UGC experimentation.