Open to opportunities

Ayantu Geremew

@ayantugeremew

Message

I build AI-driven banking analytics for forecasting, credit risk, and customer decisions.

Ethiopia

Message

What I'm looking for

I'm looking to build AI-driven analytics and machine learning solutions that improve operational efficiency and business decision-making, particularly in financial services.

At Commercial Bank of Ethiopia, I develop AI and advanced analytics solutions that improve banking operations, forecasting, customer analytics, and strategic decision-making. I built a cash demand forecasting model that improved demand accuracy by 96% and automated data-driven allocation across branches and ATMs.

I also built customer lifetime value prediction models that enhanced customer value estimation by 98%, and clustering analysis to optimize ATM/POS placement and terminal relocation. My work spans Python, SQL, machine learning, NLP, LLM applications, data engineering, and financial analytics.

Experience

Work history, roles, and key accomplishments

Current

Data Analytics and AI Architect

Current

Commercial Bank of Ethiopia

Dec 2022 - Present (3 years 9 months)

Develops AI and advanced analytics solutions to improve banking operations, forecasting, customer analytics, and strategic decision making. Led projects including cash demand forecasting, customer lifetime value prediction, and ATM/POS cluster analysis.

Python Pandas NumPy scikit learn Time series Forecasting SQL Matplotlib SeaBorn

Education

Degrees, certifications, and relevant coursework

Addis Ababa University

Master of Science, Computer Science

2018 - 2022

Grade: 3.47

Master of Science in Computer Science with a focus on software engineering, achieving a CGPA of 3.47.

Ambo University

Bachelor of Science, Computer Science

2012 - 2016

Grade: 3.63

Bachelor of Science in Computer Science with a CGPA of 3.63.

10 Academy

Training, AI & Data Engineering

Completed practical industry projects in machine learning, MLOps, data engineering, LLM applications, data warehousing, computer vision, financial analytics, and Git & CI/CD.