Profilbild von DrAdrian Calma Certified Product Owner with Machine Learning Background and Founder Experience aus Berlin

Dr. Adrian Calma

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Letztes Update: 01.03.2024

Certified Product Owner with Machine Learning Background and Founder Experience

Abschluss: PhD Computer Science
Stunden-/Tagessatz: anzeigen
Sprachkenntnisse: deutsch (verhandlungssicher) | englisch (verhandlungssicher) | rumänisch (Muttersprache)

Dateianlagen

Resume-and-CV-Adrian-Calma_010324.pdf

Skills

Soft Skills – Management and Team Lead
  • CTO and CEO startup experience with teams of up to 9 persons (tech, sales, and marketing)
Mentoring
  • Technical guidance for the founders of iurCrowd, a Legal Tech Startup based in Berlin, on identifying resources and exploring development options for their MVP

Certifications
  • Professional Scrum Product Owner (PSPO II)
  • Professional Scrum Product Owner (PSPO I)


Human-in-the-Loop (Active Learning)
  • Longstanding experience with Human-in-the-Loop (Active Learning) approaches, including annotator management
Machine Learning and Pattern Recognition
  • Comprehensive knowledge with projects in object and outlier detection, and classification
Software Engineering (Python)
  • Profound knowledge in the conception of software frameworks with realized applications in the areas of fintech and precision farming
Development and Operations (DevOps)
  • Multiple years of running python microservices in a cloud environment (deployment, containerization)

Projekthistorie

01/2022 - 06/2022
Mobile App for Precision Farming
annotly UG (haftungsbeschränkt) (Internet und Informationstechnologie, < 10 Mitarbeiter)

Key areas:

  • Developing a mobile app displaying a feed with alerts for farmers, where they can see which parcels/areas require their attention
  • Creation of the initial concept of the app
  • Management of the UI and its initial implementation
  • Backend with nestjs and graphql

12/2021 - 03/2022
Proof of Concept for Matching RADAR Satellite Data to a Vegetation Index
annotly UG (haftungsbeschränkt) (Internet und Informationstechnologie, < 10 Mitarbeiter)

Key areas:

  • Matching the geospacial data to the corresponding parcels
  • Implementation of classification and regression algorithms for estimating the Normalized Difference Vegetation Index (NDVI)
  • Supervising a student assistent that was helping with the task

06/2020 - 03/2021
Supervision and Optimization of the Annotation Process
signatrix GmbH (Konsumgüter und Handel, 10-50 Mitarbeiter)

Key areas:

  • Evaluation and optimization of the internal annotation process
  • Management of the annotation team

06/2020 - 02/2021
Exploratory Data Analysis and Data Cleaning
signatrix GmbH (Konsumgüter und Handel, 10-50 Mitarbeiter)

Key areas:

  • Exploratory data analysis of the existing dataset and data cleaning where it was necessary - Evaluation of the annotation quality
  • Dataset generation for deep learning tasks

09/2018 - 03/2020
CTO -- Developing the MVP of the SaaS Platform for Guiding Startups and Evaluating Investment Opportunities
vencortex UG (haftungsbeschränkt) (Banken und Finanzdienstleistungen, < 10 Mitarbeiter)

Key areas:

  • Database design, implementation and deployment of a web application that guides early stage startups from idea to product market fit (and seed investment)
  • Implementation of the evaluation strategy
  • Evaluating the algorithms with simple explainable AI approaches, e.g., counterfactual explanations
  • Management of development team of up to 6 developers

Reisebereitschaft

Weltweit verfügbar
I prefer remote projects, but I am willing to travel all around Europe, as long as I can reach the locations by plane.
Profilbild von DrAdrian Calma Certified Product Owner with Machine Learning Background and Founder Experience aus Berlin Certified Product Owner with Machine Learning Background and Founder Experience
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