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You've stumbled upon David Elvis's GitHub profile!

I am a Data | Machine Learning Engineer with a strong mathematical background and experience in software development, creating data pipelines, feeding into deep-learning and machine-learning models, and deploying and maintaining solutions in production. I enjoy using ML, Computer Vision, and NLP models to create algorithms that utilize data from an ETL pipeline to provide valuable insights.

Education

  • 📖 Studied at Jomo Kenyatta University for my Bachelors in Applied Mathematics

  • 🌱 Completed / Current Courses:

    • Deep learning mainly Reinforcement Learning MIT Course
    • Software Engineering
    • Knowledge Based Artifical Intelligence
    • Machine Learning(NLP)
    • Data science
  • I enjoy writing code, building models, and building pipelines that facilate CI / CD.

  • I mainly use python for my programming however I am comfortable using Go and Javascript / Typescript

  • I have experience using cloud services, I have used both AWS and Google Cloud for model building (EC2 and Compute Engine) data storage (S3, Amazon RDS, Big Query, Firestore) and other services from both

  • I enjoy talking Tech, software engineering and Machine learning

Tech Stack

Technologies

Python  Java  C 

Frameworks/Libraries

NumPy  Pandas  Spark  scikit-learn  TensorFlow  Keras  Flask  Streamlit  Pytest 

Databases

SQLite  Mysql  Prometheus DB  PostgreSQL  MongoDB  Cloud Firestore 

Tools

MLflow  Kubeflow  Spark  Prefect  Airflow  DVC  Docker  github actions  Travis%20CI 

David's github stats

Location

  • 🏔 Living in Nairobi, Kenya

Development

  • 🧠 Deep research on Reinforcement Learning in different domains to help me in building framework for optimization and fast delivery of projects in Kunumi.

  • 🧠 Developing libraries and contributing to projects that help in Knowledge Based AI development / etc

  • 🧠 Building a project that will enhance my skills on Docker and kurbenetes, CI/CD and Testing and MLOps in general

  • 🧠 Deep diving Into Generative Adversarial Networks(GANS), and building GAN models for anomaly detection in Network Intrusion

Latest Blog Posts

Where to find me

Davidelvis

David Elvis's Projects

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

bayesian_bandit_demo icon bayesian_bandit_demo

an intro to bayesian bandits, embedded in a docker container with a flask server interface

covid19_analysis icon covid19_analysis

This is a repository for analysis on covid19 Data in kenya and neighbouring countries

covid19_inference icon covid19_inference

Bayesian python toolbox for inference and forecast of the spread of the Coronavirus

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