This GitHub repository presents our solution to the International Telecommunication Union (ITU) 5G Energy Consumption Modeling Challenge hosted on Zindi. The challenge addresses concerns over the energy consumption of 5G network deployments, despite being more energy-efficient than 4G networks.

5th Place Solution

Machine Learning model to create an optimized ambulance deployment strategy in Nairobi.

Zimnat wants an ML model to use customer data to predict. Which is the week7 challenge given at 10academy

This is a series of My Annual Hashcodes(By google) coding competitions that I've taken part in, from 2021

This project includes sentiment analysis using deep learning with TensorFlow framework, written in Python. It is licensed under the MIT license.

Ist Place Solution

classifying malaria parasites in blood slide images.

Zindi hackathon

Create a machine learning model to predict whether an individual earns above 50,000 in a specific currency or not.

Logistics in Sub-Saharan Africa increases the cost of manufactured goods by up to 320%; while in Europe, it only accounts for up to 90% of the manufacturing cost. Economies are better when logistics is efficient and affordable. Sendy, in partnership with insight2impact facility, is hosting a Zindi challenge to predict the estimated time of deliv…

competition | bert-base-uncased

An aggregation of all my Data Science challenges, studies, projects... from Kaggle / ENS Data Challenges / Zindi - various ML tasks : regression / classification / computer vision / N.L.P / recommendation engine

Social Media Prediction Challenge. A model to predict the number of retweets a tweet will get on Twitter.

Classify audio utterances in Luganda and English from Uganda.

Crop damage classification

Create a machine-learning algorithm that counts the number of grass-thatch, tin and other roofed houses in aerial (drone) imagery.

https://zindi.africa/competitions/african-credit-scoring-challenge

Code related participated ML hackathons

Tunisian Arabizi dialect sentiment analysis