Skip to content
View sam23121's full-sized avatar

Block or report sam23121

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
sam23121/README.md

Hi there 👋 My name is Samuel Alene

About me

A Data | ML Engineer who is proficient in Python and SQL. Additionally adept at building end-to-end Scalable data pipelines, applying ETL and ELT procedures, constructing scalable machine learning models that address real-world issues, and working with Natural Language Processing, computer vision, and recommendation systems. Proven proficiency in data engineering practices to ensure robust and efficient data processing for impactful project outcomes.

I have more than 4 years of experience working in the financial sector, where we built the first-ever uncollateralized lending platform using various machine learning models to assess KYC (Know Your Customer), business, risk, transaction, and psychological factors. To date (as of May 01, 2024), the platform has lent more than $80 million, positively impacting over 100,000 businesses in Ethiopia.

My top open source projects

github-readme-streak-stats github-readme-streak-stats github-readme-streak-stats

All Repositories

Top projects I've contributed to

github-readme-streak-stats github-readme-streak-stats

Tech Stack

Technologies

Python  SQL 

Frameworks/Libraries

NumPy  Pandas  DBT  FastAPI  Spark  scikit-learn  TensorFlow  TensorFlow  Keras  Flask  Streamlit  Pytest 

Databases

SQLite  Mysql  PostgreSQL 

Tools

MLflow  Airflow  DVC  Docker  github actions  Spark  Kafka 

Cloud

AWS 

Pinned Loading

  1. abtest-mlops abtest-mlops Public

    Forked from abtesting10academy/abtest-mlops

    an A/B testing using an machine learning approach

    Jupyter Notebook

  2. agritech agritech Public

    a python package to easily use, load and visualize lidar data points

    Python

  3. Breast_cancer Breast_cancer Public

    A project that implements a machine learning model using causal inference

    Jupyter Notebook

  4. Pharmaceutical_Sales_prediction Pharmaceutical_Sales_prediction Public

    A machine learning project that forecast sales in all the stores across several cities six weeks ahead of time.

    Jupyter Notebook 1

  5. STT STT Public

    Forked from Speech-to-text-tenac/STT

    A speech to text implementation for the Amharic and Swahili languages

    Jupyter Notebook

  6. Telecommunication_data_analysis Telecommunication_data_analysis Public

    an full analysis on Telecommunication industry data

    Jupyter Notebook