ryankarlos / flytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

📬 Reach me on

Hi! I'm Ryan

I'm a MLops Engineer from London. My love for data began in 2016 and I feel so privileged to be part of this community.

👨‍💻 About Me :

• I love contributing to open source projects in my spare time and also experimenting with new techniques and tools.

• 🔭 I’m currently working on: my technical blogs

• 🌱 I’m currently skilling up on:

  • AWS Developer Associate Certification
  • Personal Project on Sagemaker (something Computer Vision related with Tensorflow
  • Neo4j Data Science Certification
  • Bayesian ML (pymc3 and hyperopt)
  • Terraform and achieving the certification
  • JavaScript (nodejs and re-learning D3js)

🖥️ Hacktoberfest Badges :

🛠️ Languages and Tools :

                     

✍️ A Sample of Past Projects and Blog Posts :

• Forecasting American Football Fever in AWS using Wikipedia Page Hits
• Detecting Fraud in Credit Card Transactions using AWS Fraud Detector
• Recommending movies using AWS Personalize
• Unit Testing SQL using tSQLt
• Examples of deploying and hosting a Machine Learning Model with FastAPI
• Using multiple AWS NLP services architecture for translating audio file
• Classifying food images into correct categories using AWS Rekognition
• Understanding AWS VPC terminology with practical examples
• Scheduling RDS instances with AWS EventBridge
• Running a Spark notebook in EMR
• Streaming Tweets using AWS Kinesis
• Spatial Analytics to understand impact of socio-economic factors on wellbeing in citizens across London
• Orchestrating ETL workflow using AWS Step Function
• D3js Visualisation submitted and shortlisted in the 360 Giving GrantNav Challenge
• Twitter Analytics for Global Health
• Tableau Visualisation looking at funding in the UK Grantmaking sector for the 360 Giving Challenge

🔥 My Profile Stats :