Lead Data Scientist with strong experience in Healthcare and NLP
Aktualisiert am 20.02.2024
Profil
Mitarbeiter eines Dienstleisters
Remote-Arbeit
Verfügbar ab: 25.02.2024
Verfügbar zu: 100%
davon vor Ort: 0%
Skill-Profil eines fest angestellten Mitarbeiters des Dienstleisters
Englisch
Verhandlungssicher
Deutsch
Fortgeschritten
Russisch
Muttersprache

Einsatzorte

Karlsruhe (+50km)
Deutschland
möglich

Projekte

4 Monate
2023-09 - 2023-12

Natural Interaction with Contract Data through Chatbots

Lead Data Scientist Python AWS NLP ...
Lead Data Scientist
Development of a cloud-native chatbot for Legal Tech applications, enabling legal professionals to pose questions about contracts (purchase/lease agreements, service contracts, etc.), receive responses in natural language, and directly reference relevant sources.
? Development of a preprocessing pipeline to translate unstructured contract data into structured representations.
? Development of large language model workflows which allow automated annotation of documents

Python AWS NLP Peotry Langchain PostgreSQL
Legal Tech
10 Monate
2023-03 - 2023-12

Creating structured anonymized medical records dataset

Lead Data Scientist Python NLP Sagemaker ...
Lead Data Scientist

Creating a clean and structured dataset from several sources (including medical records, discharge hospital letters, nurses? notes etc.) while complying with regulatory requirements (anonymization, quality controls, reviews etc.)

? Coordinating a team of data scientists and software developers

? Analyzing multiple unstructured data sources

? Creating data extraction and cleaning pipelines

? Establishing quality control procedures

Python NLP Sagemaker AWS Git John Snow
Care-Connect (Healthcare)
8 Monate
2023-02 - 2023-09

Creating a model for optimal bid pricing

Technology Consultant Python Pandas Neptune
Technology Consultant
Design and implementation of a model predicting optimal bid prices for the lead generation business. The model considers multiple factors such as large history of previous company bids, current business needs, online auction manipulations etc. This model allows the customer to increase their profits or revenue based on their current demands.
? Creating a forecasting system to account for the history of bids.
? Creating a system to estimate numbers of fake bids to account for market manipulation.
? A/B testing and parameter optimization

Python Pandas Neptune
Lead Generation
2 Jahre 7 Monate
2020-06 - 2022-12

Creating a benchmarking system for AI symptom checkers

Senior Data Scientist JavaScript ReactJS Redux ...
Senior Data Scientist
Working as a part of a WHO/ITU focus group to implement a benchmarking system for various AI symptom checkers
? Participating in the focus group meetings to align the requirement from different stakeholders all over the world with the benchmarking system.
? Implementing a tool allowing doctors to create test medical cases which will be used for the benchmarking process.
? Testing the system with medical doctors and using their feedback to improve the system.
? Coordinating other engineers who were contributing to the benchmarking system implementation.

JavaScript ReactJS Redux Material UI
Ada Health (Digital Healthcare)

Kompetenzen

Produkte / Standards / Erfahrungen / Methoden

AWS
Fortgeschritten
SageMaker
Experte

Programmiersprachen

Python
Experte
R
Experte
JavaScript
Fortgeschritten

Datenbanken

PostgreSQL
Fortgeschritten
MongoDB
Fortgeschritten
BigQuery
Fortgeschritten

Branchen

Strong background in analytics for healthcare

Vertrauen Sie auf GULP

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

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