Joined Zindi 8 months ago
github
Hi, I'm ianomunga
I work at Vectorgram
Nairobi, Kenya
Speaks: English, Swahili, French, Mauritian creole
CS Senior at ALC with a passion for working on problems that are most effectively solved by products, research and algorithms based mainly on Machine Learning. I'm currently working on Vectorgram as the Lead ML Engineer building Deep Neural Networks for Breast Cancer Detection.
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top 8% of users
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# 3797
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Main tools and
Languages
Sql
Keras
Numpy
Scipy
Docker
Github
Pandas
Python
Pytorch
Amazon s3
Matplotlib
Postgresql
Tensorflow
Scikit-learn
Amazon sagemaker
Competitions
Work
Mar 2022–present
Vectorgram
• Building Deep Vision Models for Large Scale Breast Cancer Tumour Detection & Infection Stage Approximation to serve upto 5.4 million under-diagnosed women at risk in Kenya. • Implemented data-augmented training to deliver upscaled, state of the art diagnoses while guaranteeing accuracy. • Working towards increasing Breast Cancer screening capacity by 1000 percent while maintaining accurate, high quality diagnosis pipelines
Education
Jan 2021–Mar 2024
African leadership college, Computing
University
○ Won 2nd Prize in The Fuel Africa Healthcare Innovation Hackathon • March 2022 Led a team of 3 to build Vectorgram Mammography, a Breast Cancer Diagnostics Platform [vectorgram.co]. Vectorgram was awarded 2nd prize out of 1200 participants and 96 teams across Africa. ○ Finalist Startup in The Africa Impact Challenge • Aug 2022 Selected as one of 15 finalists continentally working on HealthTech Infrastructure for African Healthcare Providers in Vectorgram
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