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Giovanni Carmantini

Data Scientist, specialized in IoT and sensor data

Works remotely from Munich

  • 48.1371
  • 11.5753
  • Suggested rate £635 / day
  • Experience 2-7 years
Propose a project The project will begin once you accept Giovanni's quote.

This freelancer is available part-time (2 days per week) but hasn't confirmed their availability in over 7 days.

Part-time, 2 days per week

Propose a project The project will begin once you accept Giovanni's quote.

Location and workplace preferences

Location
Munich, Germany
Remote only
Primarily works remotely

Preferences

Project length
  • ≤ 1 month
  • Between 1-3 months

Verifications

Freelancer code of conduct signed
Read the Malt code of conduct

Verified email

Reputation

Languages

  • Italian

    Native or bilingual

  • English

    Fluent

  • German

    Basic

Categories

Skills (19)

Giovanni in a few words

I have designed and implemented Machine Learning code that has powered intelligent behavior in successful consumer electronic devices.

I am at home in the Python data stack (numpy, numba, pandas, scipy, scrapy, sklearn, and others), from data scraping / acquisition, to pipelining, analyzing and building of interactive visualization dashboards. I'm particularly fond of sensor data, and writing AI algorithms that can run on embedded devices.

I like to write and communicate effectively, and love to share knowledge.

Portfolio

Experience

foldAI

Internet of Things (IoT)

Co-founder & Data Scientist  - As a freelancer

Munich, Germany

February 2019 - Today (3 years and 8 months)

- Creation of an IoT platform for the monitoring of natural ecosystems (from IoT embedded development on devices of our own design, to back-end and front-end development of monitoring service).
- Production line monitoring, data analysis, visualization and alerting for a company in the sound speaker space
- On-line detection of glitches in video streams for a company in the gaming space
- Data strategy consulting for startup company in the sport activity tracking & coaching space

Bragi GmbH

Internet of Things (IoT)

Data Scientist & Software Engineer

Munich, Germany

November 2016 - October 2019 (2 years and 11 months)

- Machine Learning pipeline development and deployment for IoT devices.
- Development of Machine Learning models along their lifetime.
- Rapid prototyping through ROS and docker.
- Machine Learning applied to gesture recognition.
- Effective communication of results to a variety of audiences.

Friedrich Förstner - foldAI

22/01/2021

Giovanni was a key asset for the Sensorics & Data Science team at Bragi, of which I was the head at the time, as a competent and reliable team player. Giovanni's depth of knowledge in Machine Learning and Software Engineering, as well as his empathy and communication skills make him a rare breed. I highly recommend him.

Education

Certifications