After 16-week training program, Microsoft announces winners of LEAP hackathon

Microsoft recently hosted the LEAP Hackathon as part of its commitment to enhance diversity and inclusivity in the engineering and technology space.  The event, which strives to increase technology skills, facilitate learning through challenges as well as strengthen the place of women in the technology sector, focused on solutions in the agricultural and health sectors.

“Research shows that the average productivity of major crops in Kenya has only increased by 17% over the last 10 years. The lack of digitally enabled agripreneurs, inputs and quality data are sited as the reasons for this slow growth. Microsoft endeavors to close the gap that exists in this sector by training ‘women hackers’ from non-traditional ICT backgrounds in the LEAP Hackathon programme who competed for the top spot in the hackathon”, Amrote Abdella, Regional Director for Microsoft 4Afrika.

(TOP: The Bugslayers team comprised of Clara Nashipai, Sylvia Achach, Rosianah Musyoka and Bethany Jepchumba. They were the winners of Microsoft’s Leap Hackathon).

The LEAP Engineering Acceleration Program is a 16-week program – launched to increase diversity within Microsoft. The program provides real world experience through development and project management apprenticeships and combines traditional classroom learning with hands-on projects.

32 Female hackers were identified to participate in the hackathon using a strict recruitment process which helped gauge the abilities of the applicants through 2 rounds of evaluation of the applications.

Group Name

Members Solution Presented

Technology Used

The BugSlayers (Winners) Clara Nashipai

Sylvia Achach

Rosianah Musyoka

Bethany Jepchumba



AgRight- Web Application that uses Microsoft AI for Pest and disease prediction/Predict harvest time. Connect farmers to buyers and also monitor farm activities Azure Custom Vision
Sheroes Emma Omingo

Hellen Kokach

Ayan Keynan

Shannon Mujera


Sheroes Farm Insurance– Web-based solution using AI to determine premiums and cover for farmers Microsoft Azure Machine Learning Studio
Mtazao Waithera Wanyee

Lorraine Mutheu

Maria Kisenga

Maureen Wambui


Mtazao-System that connects farmers and buyers directly through a website/ USSD and SMS. Price statistics Microsoft Azure Custom Vision
200OK Joyce Wambui

Michel Atieno

Lavender Aluju

Esther Wanjiru

Ukko – Platform that leverages data analysis to predict yield/harvest time and connects farmers to buyers before harvest. Django Framework (Python)



Microsoft Azure Machine Learning Studio


GONSFarm Brenda Nyakoa

Amisa Mohamed

Marlene Cherop

Angelica Nyambura



GONSFarm-Web based solution providing farmer data to banks for determining advancement of loans Microsoft Azure Machine Learning Studio


Phoenix Nicole Sigei

Elinor Kaguongo

Margaret Kimani

Joan Moturi


Lima Loans– Providing farm inputs to farmers on loan and selling their produce on their behalf. A percentage of the sold produce goes to repaying for the loan. Microsoft Azure Machine Learning Studio


F-Connect Eunice Gatehi

Annalis Kirwa

Lilian Mathu

Christine Wanjiru

Farm-Connect– Web- based Platform/interface connects farmers and buyers. Also uses IoT data to provide information on condition and quality of produce. JavaScript



Microsoft Azure IoT Hub

Participants of the hackathon received Azure credits while the overall winning group was awarded prizes.

The hackathon was a success, many novel solutions were brought forth by the participants, but the group called The BugSlayers took centre stage with their innovative AgRight presentation. AgRight is a web application that uses Microsoft AI (Azure Custom Vision) for pest and disease prediction. The app can also predict harvest time, connects farmers to buyers and monitors farm activities. The bright minds behind this invention are Clara Nashipai, Sylvia Achach, Rosianah Musyoka and Bethany Jepchumba.

Post hackathon, Microsoft will work with the winning group on an ongoing internship program where they will be mentored and helped to further build and develop their solution and skills.

“We are thrilled at the outcome of this year’s LEAP hackathon! As we continue to work to upskill and educate women across the continent – the endless opportunities and unprecedented innovations this brings is something we are excited to be a part of,” concludes Amrote.

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