🏆 2nd Runner-Up — Imperial College London AI Health Innovation 2025

Zimbabwe's Youth Deserve a Trusted Voice on Sexual Health.

Shanduko AI delivers instant, private, evidence-based SRH guidance to every young Zimbabwean — free, on WhatsApp, in English or Shona. No app. No judgment. No cost.

"Shanduko" means Change. One conversation at a time. 🇿🇼
Zero cost to users
No personal data stored
Available 24/7
English & Shona
Live right now
Unique Users
Conversations
Return Rate
Countries
Young people served
Total conversations
Returning users
Countries reached
$0
Monthly cost to users
The Problem

4.2 Million Young Zimbabweans Navigate This Alone

Zimbabwe faces a compounding SRH crisis among youth — driven not by lack of healthcare, but by a lack of safe, private access to information.

34%
of girls in Zimbabwe are pregnant before age 18 — the leading cause of girls dropping out of school
Source: ZIMSTAT / UNFPA
12.9%
adult HIV prevalence — young women aged 15–24 are twice as likely to be infected as their male peers
Source: UNAIDS Zimbabwe
4.2M
young people aged 15–24 making SRH decisions with no reliable, private, judgement-free information source
Source: Zimbabwe Census 2022
70%
of youth face barriers to clinic access — distance, cost, stigma, or fear of being seen by someone they know
Source: WHO Zimbabwe Report
💡

The gap is not healthcare — it is information.

Young Zimbabweans cannot ask parents. They will not go to a clinic for a question. They need a private, knowledgeable friend available right now, on the phone they already carry. That is exactly what Shanduko is.

Our Solution

A Private Health Companion on WhatsApp

No app download. No registration. No cost. Works on any phone with WhatsApp — which 85% of Zimbabwean youth already use.

🧬
Zimbabwe-Specific Knowledge
Every response is grounded in Zimbabwe's real health landscape — local clinic names, local brands, local laws, local culture. Not generic global advice.
🗣️
English & Shona
Detects when a user writes in Shona and responds entirely in ChiShona — meeting Zimbabwe's youth in the language they feel most comfortable in.
📍
Clinic Locator with Map Cards
When a user asks where to go, Shanduko sends a native WhatsApp map card — a red pin on Google Maps pointing to the nearest free ZNFPC or clinic.
🚨
Crisis Detection
Detects 40+ crisis phrases including suicidal ideation, rape disclosure, and domestic violence. Immediately surfaces Childline (116), Musasa Project, and Zimbabwe Police.
🔐
Private by Design
No names. No profiles. Phone numbers SHA-256 hashed. All conversations deleted after 30 days. Nothing a user shares can ever be traced back to them.
📊
Public Health Intelligence
Every interaction generates anonymised data — topic trends, city-level demand, peak hours — usable by the Ministry and NGOs to allocate SRH resources.
📋 What users can ask about
1
Contraception
Pills, injections, implants, IUDs, condoms
Free at ZNFPC
2
STIs & HIV
Testing, treatment, U=U, PrEP, PEP
ARVs free
3
Pregnancy & Safe Sex
Prevention, unplanned pregnancy, school re-entry
Non-judgmental
4
Menstrual Health
Cycles, pain, PCOS, period poverty
Taboo-free
5
Relationships & GBV
Consent, abuse recognition, crisis referral
Crisis-aware
6
Find a Clinic
Nearest ZNFPC, Marie Stopes, hospitals
Map cards
How It Works

Built to Scale Across All of Zimbabwe

Simple, robust, zero-cost architecture. No app stores. No data bundles. Just WhatsApp — which Zimbabweans already have.

01

User Sends a Message

Any young person texts Shanduko AI on WhatsApp — any hour, any SRH question, in English or Shona. No registration, no name required.

02

Instant Crisis Check

Before anything else, the message is scanned for 40+ crisis phrases. Suicidal ideation or abuse disclosure triggers immediate hotline referral.

03

AI Responds in Context

LLaMA 3.3 70B via Groq processes the message with a Zimbabwe-specific SRH knowledge base — clinic names, local brands, laws, and cultural context baked in.

04

Reply + Map Card Delivered

A warm, accurate response is delivered in under 3 seconds. If the user asked where to go, a native WhatsApp map card pins the nearest free clinic automatically.

Live Impact

Real Numbers. Real People. Right Now.

Deployed since early 2026 on zero infrastructure budget. Every stat below is live from the database — not a projection.

Unique users served
Total interactions
—%
Users who came back
Countries reached

crisis activations — moments where the bot detected distress and immediately surfaced Childline Zimbabwe (116) and the Musasa Project. Real people reached in real emergencies.

🌍 Global Reach
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Cost to reach one user
$0.00
Hosted on Oracle Cloud Free Tier. Groq AI inference is free. WhatsApp Cloud API is free. Zero infrastructure cost at current scale.
Recognition & Credentials

Validated by Global Health Leaders

Shanduko has been recognised at the highest level of AI and global health — not as a concept, but as a working, deployed intervention.

🏆

2nd Runner-Up — Imperial College London AI Health Innovation 2025

Recognised at a Wellcome Trust & FCDO-funded workshop hosted by the University of Zimbabwe, judged by leading AI and global health academics. Competing against healthcare teams from across Sub-Saharan Africa.

Read the Imperial College article ↗

Built by a Credentialed Zimbabwean Researcher

Shanduko was designed, built, and deployed by a Zimbabwean MSc Epidemiology student at the London School of Hygiene & Tropical Medicine — combining clinical knowledge, data science, and software engineering in service of Zimbabwe's public health.

MSc Epidemiology LSHTM London FastAPI + LLaMA 3.3 WhatsApp Cloud API Oracle Cloud Zimbabwe-born
Privacy & Safety

Young People Trust Shanduko Because It Earns That Trust

In a context where stigma is high and privacy is everything, Shanduko was built from day one with privacy as a non-negotiable.

🔢

SHA-256 Anonymisation

Phone numbers are immediately hashed. The original number is never stored anywhere in the system.

⏱️

30-Day Auto-Delete

All conversations and analytics are automatically purged after 30 days. Nothing is kept longer than it needs to be.

🔒

End-to-End Encrypted

WhatsApp provides end-to-end encryption. No third party — including Shanduko — can read messages in transit.

👤

Zero Registration

No name, no age, no email, no profile. Users are completely anonymous to the system beyond their hashed identifier.

📵

No Phone Numbers Shared

User identifiers are never shared with any third party, NGO, government body, or partner. Ever.

🧯

Crisis Without Breach

Even crisis activations are handled without storing identifiable information. Hotline numbers are sent; no report is filed.

Try it. Right now.

Send any sexual health question to Shanduko AI on WhatsApp and experience it yourself. Free. Private. Immediate.

+263 71 471 7274
Free to use  ·  No sign-up  ·  No judgment  ·  English & Shona

For partnership or Ministry enquiries — tynashmasvikeni@gmail.com