Bryan B. Email & Phone Number

Nairobi County, Kenya

I & M Bank digital factory iCube has embraced Agile practices in fostering the Bank’s digital transformation journey.Key Responsibilities:- Developing a customer level behaviour score cards for customers.- Developing credit scoring models for personal loans(retail customers)- Automating the processing of creating stock finance limit for anchor clients.- Creating 360 customer view(Customer Relationship Management)- Customer segmentation model for Corporate & Institutional Banking(Premium Customers)- Deployed Early Warning System for customers who are likely to default on loan repayment(Delinquency)- Extracting and analyzing data from oracle database.- Computing limits for installments for our customers in comparison with Credit Reference Bureau- Conceptualizing data science projects end to end.- Deploying models into production to score all our customers.- Explore data through visualization and sharing insights to the business and product teams.

Nairobi County, Kenya

An AI-powered cybersecurity company that fights AI-powered cyber threats using Artificial Inteliigence and Machine Learning.

Nairobi, Kenya

Key Responsibilities:•Develop full-fledged web applications using Ruby on Rails and Django.•Ideate and develop interactive single-page applications consuming APIsfocusing on the ReactJS framework..• Coded, compiled, tested, deployed, and pitched software group projects topartners.• Developed unit tests and validation using contemporary tools (Travis CI andCircle CI) for continuous integration.• Agile software development.• Project management.• Containerization with docker.Tech Stack: HTML5, CSS3, JavaScript, React, SQL, Ruby on Rails,Django,JSON, Redux.

Remote

• Study and transform data science prototypes• Design machine learning systems• Research and implement appropriate ML algorithms and tools• Develop machine learning applications according to requirements• Select appropriate datasets and data representation methods• Run machine learning tests and experiments• Perform statistical analysis and fine-tuning using test results• Train and retrain systems when necessary• Extend existing ML libraries and frameworks• Keep abreast of developments in the field

Nairobi, Kenya

Key Responsibilities: • Forecast supply and demand to prevent overstocking and running out of stock with 90% accuracy. • Automated entry of data into the excel sheet using Microsoft Power BI app saving 15 hours of manual work per week.Tech Skills: Python, SQL, MS Excel, MS Power BI, Data Studio, Kaizala.

Nairobi, Kenya

Key Responsibilities: • Automated exploratory data analysis to discover patterns and spot anomalies with 80% accuracy. • Built predictive machine learning models using XGBoost. • Built a credit scoring model to determine if a consumer will default on the loan repayment and put it in production with FastAPI containerized with docker for real-time analytics. • Participated in the Kaggle Insurance prediction competition where I was among the top 5%. • Built a chatbot using NLTK Library and deployed it to Heroku cloud.Tech Skills: Python, R, PostgreSQL, ScikitLearn, Flask, FastAPI, Docker, MS Power BI, Pandas, NumPy,Git.

Msc, Data Science And Artificial Intelligence

Multi Modal Machine Learning in Natural Language Processing

Bsc, Actuarial Science

Full Stack Software Engineering

HTML, CSS, JavaScript, React,SQL, Ruby on Rails, JSON, and Redux Frameworks

Actuary Student

Data Science, Machine Learning,Python, Postgresql, Web Development(Flask, Fastapi)