Local forest watch & monitoring

Finetuning LLM on Zindi swahili dataset

Autonomous AI pipeline that ingests emails, PDFs, and Excel datasets to detect insurance claim fraud. Uses vector similarity search, FAISS, and AI agents orchestrated via the Modern Concept Protoco…

Using temporal data to correctly identify Cocoa, Rubber and Palm using Satellite data.

Template to build on decentralized AI using ICP blockchain

Jagedo hackathon project seeking automation of smart matching between jobs and employees.

48th placed solution for the 2025 WIDS hackathon (Unravelling the mysteries of the female brain: Sex patterns in ADHD)

EY 2025 hackathon ML solution to predict city temperatures and aid urban design for cooler, sustainable environments.

Github portfolio

Data analysis of Green taxi trips data.

Epilepsy prediction using brain EEG signals

Streamlit application deployment to classify text as ham or spasm

2023 Standard Chartered report OpenSearch RAG application

Data engineering ETL project using OLAP databases and DBT to perform analysis on NYC taxi data.

Apache Kafka Bank real-time data pipeline analytics

ETL Batch processing data pipeline using Apache Beam

Kafka streaming application to stream bitcoin prices using the Coincap API

Apache Kafka Streamlit application for real-time tracking of pharmacy sales using the start schema data model.

Kafka data pipeline ingesting temperature data from Open meteo website.

Analyze Uber Eats Menu big data for various analytics

Project to analyze bank transactions to asses loans performance and default rates

Model to classify and categorize user complaints into categories for specific departments using LLMs.

RAG application to track and analyze Safaricom Mpesa transactions from using LLMs.

Analytical DBT model to extract and transform a Sales distribution Pizza store data marts into actionable insights

Streamlit application that tracks pharmacy products sales for a Big Pharma company across various regions. Thereafter, transformation is done using dbt. Streamlit DBT