Personal details

Arthur C. - Remote

Arthur C.

Timezone: Berlin (UTC+2)

Summary

I am a Software Engineer and Data Scientist, with a background in Machine Learning and Math.

Work Experience

Full Stack Software Engineer, Machine Learning Engineer
Airbnb | May 2016 - Present
Python
Scala
ClojureScript
Keras
Early Trust Engineer at Airbnb. I work across teams, products and functions: from Software Engineering, Data Engineering to Machine Learning Engineering. I value high quality code and advocate functional programming techniques. • Designed, implemented and productionized online NLP Deep Learning models at scale to detect offline incidents using Tensorflow, Keras and internal services • Helped reduce Account Take Over (ATO) rates by 85% by fixing fraud loopholes, launching 2FA on untrusted devices and deploying ML models • Fixed, improved and implemented critical data pipelines that power up online ML models, metrics and dashboards • Revamped email and SMS account alerts • Audited Risk related codebases to find fraud loopholes and improve observability • Launched internal web tools for TnS agents to investigate and mitigate fraud cases which leads to a 20% average handle time improvement • Designed and implemented full UI session tracking for internal web tools
Founding Member, Full Stack Software Engineer
Stuph | Jan 2014 - May 2016
MongoDB
ClojureScript
Clojure
Early Software Engineer at Stuph. • Implemented the webapp - backend and frontend - using Clojure/ClojureScript - including designing API endpoints, web scraping and email scanning • Built an automated email scheduler and tracker • Designed data extractors, parsers and scrapers to collect and organize data on users. • As part of the founding team, worked extensively on figuring out the product, and strategies for growth and marketing

Personal Projects

Deep Learning NLP model to detect offline incidents at Airbnb
2018
Python
TensorFlow
Keras
Designed, implemented and productionized online NLP Deep Learning models at scale to detect offline incidents using Tensorflow, Keras and internal services
Haskell BazaarIconOpenNewWindows
2018
Haskell
Nginx
Docker
ClojureScript
Clojure
Datascript
Reframe
Make searching and learning Functional Programming concepts easy