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AI Architect

3 weeks ago

London Area, United Kingdom We Make Change Full time £30,000 - £60,000 per year

Volunteer for a startup empowering heroes with chronic conditions

MiMIAT Healt
h offer a multilingual app (iOS & Android), already live across Europe and Kenya, that enables patients to track symptoms, diet, weight, and stool. Soon, they'll also integrate wearables and upload clinical records, building a unified, patient-owned health timeline

.Chronic disease management today remains highly fragmented, inequitable, and provider-centric, leaving millions without continuous care, especially in low-resource or high-mobility settings. Patients often lose ownership of their own health data, resulting in reactive instead of proactive care, late interventions and detections of flare ups, and preventable hospitalizations

.

89% of chronic patients fail to consistently track their condition due to fragmented, manual, or incomplete tools, and 71% of doctors report that disconnected apps and records create gaps in delivering personalised care. In many regions, patients without smartphones or stable internet access are further excluded from digital health innovatio

n.

MiMIAT Health addresses these challenges by creating a unified, patient-driven platform for structured health data aggregation, with mobile and SMS-based accessibility. We tackle the systemic inequities of chronic care access, digital inclusion, and health data sovereignty, aligning with SDG 3: Good Health & Well-Bei

ng.

MiMIAT Health is a digital health platform offering a free mobile app (iOS and Android) available in five languages, enabling patients to self-track key health metrics, and soon connect medical devices, and upload clinical documents — building their own continuous health record. By Q4 2025, we are also set to launch SMS-based access to reach digitally underserved populati

ons.Healthcare providers, with patient consent — particularly in primary and secondary care — can access this real-time data through our web platform, allowing earlier interventions and more proactive care. We offer both our standalone platform and EHR integration, ensuring no provider is left behind and enabling faster, more personalised patient interventi

ons.

We would like you to join our mission, and to see your impact on real people and their families, on real stories, and to feel equally part of MiMIAT's fa

**mily

Role (Volunteer, unpaid): AI Arc**

**hitect

Role Descri**
ption: At MiMIAT Health, we are looking for an AI Architect (Volunteer) to define the foundations of our upcoming AI capabilities. MiMIAT is building a patient-centric chronic care platform that unifies patient-generated data, clinical information and continuous monitoring. As we prepare the next stage of our data architecture, we want a profile that can design the groundwork for an upcoming proprietary AI system that supports early detection, personalised care and structured clinical in

sights.

This phase is focused on architecture and early exploration. We are not expecting a complete AI model. The main goal is to guide the structure, logic and upcoming direction of our AI roadmap, including light exploratory modelling where it add

**s value.

What yo**

  • u will do

Review MiMIAT's existing data structure and summarise what is needed to make it suitable for upcoming AI app
- lications.Design the conceptual architecture for potential machine learning models, including data flows, feature requirements and mo
- del logic.Identify and prioritise 2 to 3 concrete AI use cases, such as pattern detection, symptom trend analysis or adherence
- insights.Create small exploratory prototypes using synthetic or sample data to test these
- use cases.Collaborate with the Founder and CTO to shape MiMIAT's upcoming AI strategy and technica
- l roadmap.Contribute to written documentation covering data governance, anonymisation, privacy, fairness and ethical consi
- derations.Define clear technical requirements and assumptions for the engineering team that will implement production AI in upcomi

**ng stages.

R**

  • equirements

Experience with machine learning or data science using Python, TensorFlow, PyTorch or s
- cikit-learn.Ability to design and explain model pipelines, from data preprocessing to
- evaluation.Comfortable working with structured datasets and defini
- ng features.Understanding of privacy and ethics when working with sensitive or health-r
- elated data.Able to work independently, organise work in small milestones and communicate progr

**ess clearly.

**

  • Nice to have

Experience working with time-series or long
- itudinal data.Interest in explainable AI, interpretability or simple risk or
- trend scoring.Knowledge of basic MLOps concepts such as experiment tracking or version contr
- ol for models.Experience running small experiments with synthetic or publicly avail
- able datasets.Motivation to work on digital health and equity focus

**ed innovation.

Who we**

  • are looking for

You can commit reliably to 4 to 6 hours every week for at
- least 3 months.You are comfortable agreeing on clear deliverables and work
- ing toward them.You treat early architecture and exploration with the same discipline you would bring to
- production work.You are motivated by a serious technical challenge in health, not by casual
- experimentation.You are able to give and receive direct, clear feedback and adjust your appro

ach when needed.

This role is an opportunity to influence the foundations of an AI system that will be expanded by MiMIAT's upcoming

engineering te

am.

Interested?

Please share a portfolio of relevant work such as an architectural document, a past AI or data project, a technical summary or any material that reflects your approach to AI and system design. Include a short note on your availability, your experience with health or sensitive data, and why you are interested in contributin

g to MiMIAT Healt
h.

Time Commitment: Volunteer 7-9 hours per week for 6

**+ months remotely

If you want to make change, apply to voluntee**

r with MiMIAT Health