PhD candidate · Biomedical Engineering · University of Cape Town · Google PhD Fellow

Prosper Magara

Biomedical & electrical engineer working on surgical telementoring for laparoscopic surgery.

I build the hardware and software that let an expert surgeon guide a laparoscopic procedure from anywhere: real-time video links, on-screen telestration, latency measurement rigs and AI that flags bleeding before it starts. I work alongside laparoscopic surgeons at Groote Schuur Hospital, with hands-on time on LapSim simulators and box trainers, and occasional exposure to the da Vinci robot in theatre.

Portrait of Prosper Magara

About

Engineering for surgeons who are far from the specialist they need

I'm a biomedical and electrical engineer from Zimbabwe, now a PhD candidate in Biomedical Engineering at the University of Cape Town and a Google PhD Fellow.

My research is on surgical telementoring: letting an experienced surgeon supervise and guide laparoscopic procedures remotely, with video, audio and on-screen annotation that arrive fast enough to be useful in theatre. Most of my work is in conventional laparoscopic surgery with surgeons at Groote Schuur Hospital. From time to time it extends to robot-assisted surgery, where I have been exposed to the da Vinci system in theatre. I have trained on the LapSim virtual-reality simulator and laparoscopic box trainers.

I am a member of the Telemedicine and Connected Care research group and the UCT MedTech research group in the Division of Biomedical Engineering. The work has taken me to Rwanda, Italy and Finland for research visits and conferences, and it is aimed at the shortage of specialist surgeons in remote and under-served regions, in line with UN Sustainable Development Goal 3.

Before the PhD I spent several years hands-on with medical equipment: planning, installing, calibrating and servicing X-ray machines, dialysis units, autoclaves and chemistry analysers in hospitals across Zimbabwe. I also designed and installed solar power systems, which taught me to build things that keep working far from the nearest workshop.

Current role
PhD candidate, Biomedical Engineering, University of Cape Town (since 2024)
Fellowship
Google PhD Fellowship, 2024
Research groups
Telemedicine and Connected Care (2024–2027) · UCT MedTech (2025–2027)
Clinical partner
Groote Schuur Hospital, Cape Town
Education
MSc Biomedical Engineering (distinction) · BSc (Hons) Electrical Engineering
Industry
Medical device installation and servicing · Solar PV systems
Languages
English, Shona

Research

What I work on

Surgical telementoring

A WebRTC platform that streams the laparoscope and an external theatre camera to a remote mentor, with telestration drawn straight onto the surgical view and two-way audio.

Measuring latency

A glass-to-glass latency rig built around an ATmega328 microcontroller and light sensors, so delay is measured from the endoscope's view to the mentor's screen rather than estimated from network statistics.

AI in the operating theatre

Bleeding monitoring and anticipation models for laparoscopic video, evaluated for the latency budget of a real-time telementoring link rather than offline accuracy alone.

Robot-assisted surgery, occasionally

From time to time the same questions reach the da Vinci: how network delay and decision support shape what a remote surgeon can do, and how to measure that before it reaches a patient.

Research interests

  • Laparoscopic surgery and telementoring
  • Video latency over 5G networks
  • AI for intra-operative decision support
  • Augmented reality and haptics for surgery
  • Surgical simulation and training
  • Robot-assisted laparoscopic surgery
  • Health technology for low-resource settings

Projects

Selected work

Research software from the PhD, followed by engineering work from industry and earlier degrees.

PhD research software

Laparoscopic Telementoring Platform

Active

Real-time telementoring web app with dual-camera streaming (laparoscope plus external view), interactive telestration with pen, shapes, arrows and undo/redo, two-way audio and session monitoring. Being extended with an AI voice assistant and bleeding-anticipation computer vision.

  • Next.js
  • React
  • WebRTC
  • Socket.IO
  • Tailwind

EndoLatency

v0.1

Desktop tool plus microcontroller firmware that measures the glass-to-glass latency of an endoscope video chain and of a telementoring link. An LED in the endoscope's field of view is flashed and light sensors on each screen time its arrival, so link delay needs no clock synchronisation between computers. Guides sensor placement, records trials, analyses them and exports a report.

  • ATmega328
  • TEMT6000
  • Python
  • PySide6

Bleeding Anticipation for Laparoscopic Surgery

Predicts that bleeding is about to start several seconds before it does, from laparoscopic cholecystectomy video. Compares a video-frame pipeline (ResNet18 + GRU) with a symbolic event-log pipeline adapted from a published Transformer architecture, under one strict definition of anticipation.

  • PyTorch
  • CNN + GRU
  • CholecTrack20
  • CholecT50

Telementoring Desktop (mentee side)

Operating-room-friendly desktop app that captures the laparoscope and an external camera, blurs faces in real time for patient and staff privacy, and serves as the base for WebRTC streaming and telestration overlays.

  • PySide6
  • OpenCV
  • MediaPipe

Theatre Recorder

In progress

Windows application that records surgical video from a USB capture device, including da Vinci console output, with an optional webcam picture-in-picture, through a single hardware-accelerated FFmpeg pipeline that writes crash-safe fragmented MP4.

  • FFmpeg
  • Intel Quick Sync
  • PySide6

Engineering work

Smart Health Station

MSc thesis

Semi-automatic, isolating and portable health station for swab collection and patient data entry, built for COVID-era screening in Zimbabwe. Non-contact temperature, height and weight measurement, an Android app for data entry, and solar backup power. The thesis earned a distinction.

  • Embedded C
  • MLX90614
  • HC-SR04
  • HX711
  • Android
Read the paper (PDF)

Medical equipment installation

Planned, installed, calibrated and serviced X-ray machines, dialysis machines, autoclaves, theatre beds and chemistry analysers for hospitals across Zimbabwe. At Parirenyatwa Group of Hospitals I took part in a water-treatment plant installation and the commissioning of a new MRI scanner.

  • Radiology
  • Dialysis
  • Sterilisation
  • Preventive maintenance

Solar power systems

Designed, installed and maintained off-grid and hybrid solar systems since 2018, from load sizing and panel layout to inverter and battery commissioning, including backup power for medical equipment.

  • Solar PV
  • Inverters
  • Battery storage

Smart Egg Incubator

BSc thesis

Design, development and implementation of a microcontroller-based smart egg incubator, which won the best innovative project award at the University of Zimbabwe Research Week in 2019. Submitted alongside an LME49710-based audio amplifier as final-year projects.

  • Embedded C
  • Sensors
  • Control

Publications

Papers

Peer-reviewed journal and conference papers. A full list is on Google Scholar.

  1. AI-based automated bleeding monitoring in conventional and robot-assisted laparoscopic surgery: a systematic review

    Prosper Magara, Sudesh Sivarasu, Lamees Ras, Ahmed Biyabani, Abby Blocker, Majahonkhe Shabangu, Bessie Malila · Journal of Robotic Surgery 20(1):522 · 2026

  2. Latency-aware evaluation of bleeding monitoring algorithms for real-time surgical applications

    Prosper Magara, Sudesh Sivarasu, Lamees Ras, Ahmed Biyabani, Bessie Malila · Nordic Conference on Digital Health and Wireless Solutions, Springer, pp. 51–69 · 2026

  3. Design of a solar-based virtual clinic for austere environments

    Abby Blocker, Prosper Magara, Ahmed Biyabani, Mohammed Ishaaq Datay, Joyce Mwangama, Bessie Malila · 2025 IEEE AFRICON, pp. 1–8 · 2025

  4. User-centred design of a tele-mentoring system for laparoscopic surgery in austere environments

    Prosper Magara, Lamees Ras, Ahmed Biyabani, Bessie Malila · 2024 IEEE Globecom Workshops (GC Wkshps), pp. 1–7 · 2024

  5. Development of a semi-automatic, isolating and portable health-station for swab collection and patient data entry

    Prosper Magara, Gladys Saruchera, Tawanda Mushiri, Habib Noorbhai · University of Zimbabwe and University of Johannesburg · 2022

Recognition

Awards, fellowships and affiliations

Awards & fellowships

  • 2026

    PhD First Prize, Best Presenter Award

    BME Ignite, the HUB Biomedical Engineering Fusion event of the Department of Human Biology, University of Cape Town.

  • 2024

    Google PhD Fellowship

    Awarded for research combining AI and augmented reality in telementoring systems for laparoscopic surgery in resource-limited settings. Includes mentorship from a Google researcher.

  • 2019

    Best Innovative Project

    University of Zimbabwe Research Week, for the smart egg incubator final-year project.

  • Hackathon

    Second Creative SDGs Idea

    CBZ Bank "Hacking for SDGs post COVID-19 and beyond" hackathon, Zimbabwe.

Affiliations & collaborations

  • 2024 – 2027

    Telemedicine and Connected Care research group

    Division of Biomedical Engineering, University of Cape Town. PhD research supervised by Dr Bessie Malila, Dr Lamees Ras and Prof Ahmed Biyabani (Carnegie Mellon University Africa).

  • 2025 – 2027

    UCT MedTech research group

    Medical technology research across the Division of Biomedical Engineering.

  • Clinical

    Groote Schuur Hospital

    Work alongside surgical teams, mainly on laparoscopic surgery and occasionally on robot-assisted cases, with hands-on time on the LapSim virtual-reality simulator and laparoscopic box trainers and exposure to the da Vinci surgical robot in theatre.

  • Travel

    Research visits and conferences

    Rwanda, Italy and Finland.

Experience & education

Where I've worked and studied

Experience

  1. 2024 – present

    PhD Researcher and Google PhD Fellow

    Division of Biomedical Engineering, University of Cape Town

    Surgical telementoring for laparoscopic surgery, and occasionally robot-assisted surgery: WebRTC streaming, telestration, glass-to-glass latency measurement and AI-based bleeding monitoring, in collaboration with Groote Schuur Hospital.

  2. 2022 – 2023

    Medical Device Engineer

    Med-Elect Technologies, Zimbabwe

    Planned, installed, calibrated and serviced biomedical equipment including X-ray machines, dialysis machines and autoclaves, and scheduled preventive maintenance. Delivered solar installations in parallel as a freelance engineer.

  3. 2022

    Biomedical Engineering Attaché

    Parirenyatwa Group of Hospitals, Harare

    Six-month attachment at Zimbabwe's largest hospital: equipment inventory, installation and maintenance across surgery, paediatrics, oncology, haematology, orthopaedics and radiography, including a water-treatment plant and a new MRI installation.

  4. 2020 – 2021

    Biomedical and IoT Engineer

    SolidarMed, Zimbabwe

    Electronic health project: IoT health devices such as a smart pill bottle, telemedicine tooling (REDCap), monitoring and evaluation, and report writing. Supervised three computer science students and one electronic engineering student.

Education

  1. 2024 – present

    PhD, Biomedical Engineering

    University of Cape Town

    Telemedicine and smart hospitals: telementoring and telesurgery with augmented reality and haptics over 5G networks.

  2. 2021 – 2022

    MSc, Biomedical Engineering

    University of Zimbabwe · Distinction

    Biomedical devices and biomedical imaging. Thesis: design and development of a smart health station for swab collection and patient data entry.

  3. 2015 – 2019

    BSc (Hons), Electrical Engineering

    University of Zimbabwe · Upper second class

    Electrical power engineering. Final-year projects: a smart egg incubator and an LME49710-based audio amplifier.

Skills

Tools I work with

Surgical technology

  • da Vinci robot (theatre exposure)
  • LapSim VR simulator
  • Laparoscopic box trainers
  • Laparoscopic video capture
  • Telestration & WebRTC

Software

  • Python
  • PySide6
  • OpenCV
  • PyTorch
  • C#
  • JavaScript / TypeScript
  • React / Next.js
  • FFmpeg
  • R
  • LaTeX

Embedded & hardware

  • Embedded C
  • PIC
  • STM32
  • ATmega328
  • Raspberry Pi
  • Sensors & signal conditioning
  • PCB & power supply design
  • IoT (GSM, Wi-Fi, 3G)

Medical technology

  • Device installation & calibration
  • X-ray, CT & MRI commissioning support
  • Dialysis & autoclave servicing
  • Preventive maintenance planning
  • Medical device design

Energy

  • Solar PV design
  • Inverter & battery installation
  • Backup power for clinics

Professional

  • Research & technical writing
  • Presenting
  • Teaching & supervision
  • Project management

Contact

Let's talk

I'm open to research collaborations, talks, and engineering work on medical devices, surgical technology and telemedicine.

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