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Using Machine Learning to build and use Relative Risk profiles for ART in South Africa & Nigeria

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Making machine learning matter

We are a Data Science implementer, specialising in alternative data and machine learning tools for community development. We adapt and tailor advancements made by the private sector to have an outsized impact on humanitarian initiatives.

By combining new and alternative data sources with traditional ones, we generate new insights to behaviour and patterns in developing markets.

Palindrome brings private sector AI analytics to health strengthening and to target interventions and services to those most in need more precisely.

AI-supported Differentiated HIV Testing, Linkage to Treatment, and Retention in Care

Lesedi AI leverages advanced machine learning models to address the challenges of prevention, testing, and treatment linkage. By analyzing routine patient data at the point of care, Lesedi AI identifies high-risk individuals and predicts treatment interruptions or linkage failures, enabling healthcare providers to implement targeted interventions proactively before adverse outcomes occur. This tailored approach supports data-driven differentiation of care while empowering health workers and PLWH on appropriate solutions.

Finding Communities with Advanced HIV Disease (AHD)

For advanced HIV disease management, Lesedi AI uses predictive analytics to detect patterns in clinical and demographic data at the community level, enabling early identification of areas at risk of AHD progression. Specifically, it estimates the size of unengaged segments in particular communities. This allows healthcare programmes to allocate resources effectively and target campaigns to those facilities or communities that need them most. By supporting data-driven decision-making, Lesedi AI strengthens the ability of health systems to manage complex cases and improve outcomes for people living with advanced HIV.

Viral Load Prediction

To support viral load (VL) monitoring, Lesedi AI aggregates and analyzes laboratory and patient data to predict individuals likely to have unsuppressed viral loads. These insights help prioritize patients for enhanced care or support, reducing gaps in VL suppression among priority populations. By providing real-time, actionable data, Lesedi AI empowers healthcare teams to address VL suppression challenges promptly and efficiently, improving outcomes across the highest-risk populations.

We focus on amplifying services that empower the disenfranchised

Democratize and distribute the advantages of data science.

Apply to problems that impact quality of life e.g. healthcare and financial services.

Improve the lives of those who have traditionally been overlooked by the private sector.

What People Are Saying

Benay Sager

COO, Intelligent Debt Management

"Palindrome Data was able to take a fresh look at our data and find ways to bring an opportunity we had long envisioned to life. They worked closely with the BI team to develop a predictive model that could be integrated into our existing workflows. They brought novel machine learning expertise and creatively overcame obstacles by understanding our business and organizational capabilities."

Soraiya Verjee

Director of Business Development, Every1Mobile

"Palindrome helped us on some strategy work, given their experience in the ICT4D sector. They quickly got up to speed with our team and were able to add value early on. We were glad to partner with Palindrome early in their journey!"

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Cape Town, South Africa

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+27 72 371 6469