Karl-Oskar Masing Email & Phone Number

Tallinn, Ee

Building the team, product, and technological multi-cloud platform which is steeped in generative and discriminative machine learning models. Aggregating the vast multimodal information available from open and paywalled biomedical data sources through vector databases, indices, and specialized layer of LLMs. Making the data available and proposing candidate drugs for research institutions, pharmaceutical companies, and Nora Bio, which stand in the frontier of fighting against the onslaught of virus-based pandemias.Designing the solution to follow security by design, adhering to European AI act, and following 15 factor app principles in order to put the customers first.The solution relies heavily on data engineering, machine learning and MLOps, DevOps, microservices and domain-driven efforts.

Tallinn, Harjumaa, Ee

Designed, built, and led the development and maintenance of cloud-based scalable custom AI ecosystem with full monitoring, feedback loop, automated model training, hosting dozens of machine learning models of different purposes for tackling the complexities overcoming customs compliance.Led MLE/DE and data science teams of 14 people to develop solutions for major international logistics companies and marketplaces.Represented company on customer meetings and at conferences.Career cut short due to the tragic bankruptcy of the company.

Tallinn, Harjumaa, Ee

Designed, built, and led the development and maintenance of cloud-based scalable custom AI ecosystem with full monitoring, feedback loop, automated model training, hosting dozens of machine learning models of different purposes for tackling the complexities overcoming customs compliance.Led MLE/DE team to develop solutions for major international logistics companies and marketplaces.Represented company on customer meetings and at conferences.

Tartu, Tartumaa, Ee

Designed and implemented Kubernetes based machine learning solutions on Docker engine. Utilized Helm Charts and microservice architecture.

Tartu, Tartumaa, Ee

Designed and advised the adoption of machine learning solutions within the company and for the customers. Led a mixed team of data scientists, data engineers, and MlOps engineers. Coached and brainstormed to devise and build customer specific machine learning empowered solutions for health care, fintech, customs, etc.

Tartu, Tartumaa, Ee

Led a mixed team of data scientists, data engineers, and developers. Discovered, designed, and implemented customer specific solutions. Led data intensive projects, conducted business analyses, project management, system design, and implementation.

Tartu, Tartumaa, Ee

Developed recommendation system back-end and front-end, maintained on-premises Linux servers, and cloud resources. Lead minor development projects and designed solutions along with the choice of tech stacks over multiple DBMSs, data migration tools, and programming languages. Shipped products over Docker images and Debian packages.

Tartu, Tartumaa, Ee

Developed the core of the UI supported text mining framework TEXTA during the practical part of the master's thesis. The purpose was to build a solution to initially extract knowledge and patterns from medical epicrises, later adjusted to work on arbitrary natural language records.The solution depended heavily on early days NLP automation efforts and machine learning methods utilization and customization for natural language processing purposes. Unsupervised, semi-supervised, supervised, and early neural networks were applied.

Tallinn, Harjumaa, Ee

Managed outsourced remote development team. Translated business needs to technical solutions. Contributed to migrating legacy Atlassian issue and documentation base to Mifundo's domain. Worked on new information architecture. Managed legacy codebase and integrations with Estonian registries and fintech service providers.

City Centre, Harjumaa, Ee

Developed Texta Toolkit for extracting information from natural language texts. The tasks included data ingestion pipelines, Elasticsearch query optimization, NLP libraries adaptation and adjustments, scheduled web scraping framework development and telemetry, Python codebase improvements and designing system components and deployment and packaging through Docker and on-premises servers. Wrote tests, documented, and promoted natural language utilization.

Tartu, Tartu Maakond, Ee

Gave lectures, practice sessions, and created corresponding material in the field of practical natural language processing course "NLP in Python".

Tartu, Tartu Maakond, Ee

Developed statistical machine translation system for Estonian-English-Estonian as part of KaMa project led by Mark Fishel in the hope of eventually beating Google's big data approach.Developed the first Estonian-English neural machine translation solution based on Tensorflow seq2seq models.

Tartu, Tartu Maakond, Ee

Gave lectures, practice sessions, and created corresponding material in the field of practical natural language processing course "NLP in Python".

Tartu, Tartu Maakond, Ee

Gave practice sessions, created tests and exercises, graded and held additional voluntary lecture-practice sessions to increase the students' expertise in the field of algorithms and data structures.

Tartu, Tartu Maakond, Ee

Writing an API for Estonian WordNet in Python which is in conformance with NLTK WordNet interface.

Built a server-based computer-vision-powered native Android app to help farmers discover the ailments and possible solutions for their crops. Used both expert modelling and early computer vision algorithms. Reached into prototype phase.I was responsible for product discovery and analysis, developing the Android app, and working together with a product designer on UI/UX.

Tartu, Tartumaa, Ee

Prepared, analyzed, and modelled data in fits.me. The goal was to recommend the perfect size and model of clothes to online shopper, given the customer's body and preference parameters. Supported data gathering from everyday life human "models" to increase the number of body parameter and preference observations. Supported hiring a data science team.

Master'S Degree, Computer Science

Bachelor'S Degree, Computer Science

Dropped Out In Favor Of Computer Science, Medicine

Education record

Education record