Data Scientist
Institut für Marktforschung, Statistik und Prognose
Apr 2023 - Present
Munich, Bavaria, Germany
Led initiatives resulting in a 90% classification accuracy using the advanced de-core news sm model, significantly impacting the sales prediction project. Proper nouns and stop words were effectively removed using advanced natural language processing methods.
For the deployment of the sales forecasting project, I successfully leveraged my expertise in the Google Cloud Platform and executed data operations seamlessly using BigQuery.
Effectively deployed and optimized large language models such as DynamicFewShotGPTClassifier, PaLMClassifier, and Bert across several projects.
Developed and deployed effective data cleaning pipelines for text data, improving the overall quality of input data for machine learning models.
Utilized LDA and LSA algorithms to enhance topic modeling, contributing to more meaningful data analysis and interpretation.
Junior Data Scientist
Zummit Germany
Aug 2022 - Nov 2022
Munich, Bavaria, Germany
Led the construction and training of an exciting deep learning model with 85% accuracy. This big contribution demonstrated technical expertise and improved the organization's prediction capacities.
First developed and applied innovative machine learning methods to big datasets to extract vital information. This project enhanced predictive models and influenced business decisions.
Collaborated smoothly with cross-functional teams to find and incorporate new data. This collaboration improved product capabilities and found new data-driven opportunities, enabling the business to harness varied data streams.
Lead data analysis, cleansing, and validation to ensure dataset accuracy. This thorough technique enabled accurate trend
and pattern analysis, enabling informed decision-making.
Clearly communicated difficult analytical results and actionable advice to stakeholders. This communication strategy greatly improved decision-making, boosting data-driven business growth.
Course Instructor
Greenbootcamps
May 2024 - Sep 2024
Hamburg, Germany
I have taken classes on Machine Learning and Deep Learning.
Supervised Learning
Unsupervised Learning
Dimensionality Reduction