About me

I'm a Machine Learning Engineer and a Data Analyst. I am a business management graduate. I'm a self taught programmer. Based out of Addis Ababa, Ethiopia, providing services for the top tech companies around. I strive for optimazation and intuitive solutions to stakeholders with all of my work.

I build and deploy production-ready machine learning solutions focusing on business impact. My previous work inlcudes implementing real-time customer segmentations for tailoring telecom offers. Implementing inactivity prediction model that has 40% conversion rate in reactivating customers.

What I Specialize in

  • design icon

    Machine Learning

    I build and deploy production grade ML systems that solve real business problems.

  • Web development icon

    Data Analytics

    I am able to deliver high quality data transformations of complex data into business advantages.

Testimonials

  • Biniyam Belayneh

    Biniyam Belayneh

    I had the pleasure of collaborating with Abenezer on a freelance project to build an agentic application builder platform, and I couldn't have asked for a better teammate. With a strong background in data analytics and machine learning—gained from working at leading companies like Komari and Safaricom—he brought invaluable expertise and a sharp problem-solving mindset. Beyond his technical skills, Abenezer is incredibly easygoing, professional, and just the best human being to work with. His ability to balance deep technical work with a positive and collaborative attitude made the entire experience a joy. I highly recommend him for any AI or data-driven role!

  • Tsion Mengistu

    Tsion Mengistu

    I highly recommend Abenezer, who was an outstanding Analytics Developer on my team. His analytical skills were exceptional, and he developed insightful reports that greatly supported business decision-making. He was committed to continuous learning and consistently upskilled, enhancing his contributions to our projects. His positive attitude and collaborative spirit made him a pleasure to work with. I am confident that Abenezer will excel in any future role and be a valuable asset to any organization.

  • Ezra Mesfin

    Ezra Mesfin

    Abenezer and I worked on CVM related projects together. We've curated and developed so many products and projects at Safaricom. Our proudest work being our Inactivity Prediction Model that is achieving 90% prediction accuracy. I was impressed with his ability to provide robust solutions for a variety of problems we faced. I loved working with him!

  • Surafel Tehulu

    Surafel Tehulu

    Working with Abeni was a lot of fun. We worked on streamlining real time customer segmentation and offers to drive customer engagements. During our time he was a standout professional, couldn't give him enough compliments!

Resume

Education

  1. Business Management, BA

    2018 — 2021

    I gained my bachelors with distinction. Studied Statistics, Economics (Macro & Micro), Business Fundamental and accounting.
    CGPA: 3.5

Experience

  1. Data Analytics Developer

    2023 — Present

    I designed and maintained data warehouses and data marts whilst reducing data quality issues by 10%, improving reporting accuracy and model predictions.
    Built and deployed end-to-end machine learning pipelines (Python, Airflow, SQL) to predict customer churn. Also used Bayesian optimization for hyperparameter tuning, reducing false negatives by 16%.
    Optimized segmentation processes for 10 million+ customers using (XGBoost, Random Forest), and automated various CVM marketing campaigns increasing customer recovery 4% MoM.

  2. Sales Data Analyst

    2022 — 2023

    Successfully revamped the process of the sales performance reports, beginning with the fields team up to senior management. Made use of analytical tools such as Google Sheets & Google Looker.

    Conducted comprehensive data analysis using Python, SQL, and Pandas. Generated insightful reports and dashboards to drive data-driven decision-making.

  3. Data Analyst

    2021 — 2022

    Analyzed customer feedback and sentiments on the fulfillment of orders. That helped bring down the percentage of orders being cancelled by users. Helped to successfully bring down the time taken by call center to confirm customers' orders. Which helped bring down time taken to deliver food, achieving an on-time delivery of 90%.

Skills

ML & AI
90%
  • TensorFlow
  • PyTorch
  • Scikit-learn
  • XGBoost
Visualization
90%
  • Tableau
  • Seaborn
  • Streamlit
  • Power BI
Analytics
85%
  • Pandas
  • SQL
  • Spark
  • Excel
Deployment
80%
  • Docker
  • Kubernetes
  • FastAPI
  • AWS

Contact

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