CERN Alumni Event - Moving Out of Academia to Aviation and Aerospace
Talked about my intercontinental journey after CERN, the feelings and lessons learned, and shared a lot of job aplication/resume tips.
Talks & Articles
Show your ML Project to the Internet in Minutes
Streamlit & Heroku Tutorial. I explain how to show ML model to the Internet for free (using Heroku) and without spending too much time in web development(using a template + Streamlit). The article already got >2k views.
Generative Hyperloop Design: Managing Massively Scaled Simulations Focused on Demand Modelling
This talk is about building a data tool for system-level optimisation for Virgin Hyperloop. See the video !
5 Tips for MLflow Experiment Tracking
This article is about MLflow — an open-source MLOps tool. I am focusing on MLflow Tracking —functionality that allows logging and viewing parameters, metrics, and artifacts (files) for each of your model/experiment. The article already got >5k views.
Scaling Pandas with Apache Spark + Koalas for ML at Virgin Hyperloop
I discuss the goals, implementation, and outcome of moving from pandas code to Koalas code and using MLflow. Lots of code, notebooks, demos, etc. See the video got 1.6k views.
Koalas: A field guide on seamlessly switching your pandas code to Apache Spark
Our group at Virgin Hyperloop was one of the first ones to use an innovative python library called Koalas, and I had an opportunity to write a blog post with a short tutorial. The blog post was viewed > 2k times.