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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 2 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

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 

Samuel Alene's Projects

agritech icon agritech

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

alx-pre_course icon alx-pre_course

I'm now a ALX Student, this is my first repository as a full-stack engineer

alx-zero_day icon alx-zero_day

I'm now a ALX Student, this is my first repository as a full-stack engineer

baher_hasab icon baher_hasab

A python package for calculating Ethiopian holidays and fasting seasons

breast_cancer icon breast_cancer

A project that implements a machine learning model using causal inference

chest-x_ray_web_app icon chest-x_ray_web_app

a chest X-ray web app that is able to classify if the image is COVID-19, Pneumonia and NORMAL

clustering_mall icon clustering_mall

It's a project that groups mall customers into specifc groups so it can be used for target marketing using clustering

github-data-extraction icon github-data-extraction

Scripts to extract information about repositories and pull requests from a GitHub organization using the GitHub API. Additionally, it includes a PySpark component for data transformation

migrations icon migrations

A migration project from previous repos from postgres to mysql

minimal icon minimal

Minimal is a Jekyll theme for GitHub Pages

ml icon ml

My ML Experiments

mlflow icon mlflow

Open source platform for the machine learning lifecycle

nasa_app icon nasa_app

a django that uses nasa api to to display information

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