Hripsime Gasoyan
Los Angeles,USA
Summary
Highly motivated AI enthusiast with a passion for deep learning and data-driven solutions. Skilled in data preprocessing, analysis, and modeling using Scikit-learn and PyTorch. Enthusiastic about deep learning and self-supervised learning techniques to enhance model performance and data representations
Overview
2
2
years of professional experience
Work History
Junior Bioinformatician
Armenian Bioinformatics Institute
02.2022 - 02.2024
- Conducted data collection and preprocessing of grapevine whole genome datasets to extract genetic insights
- Employed machine learning techniques to identify genetic patterns and similarities within the grapevine genome
- Applied deep learning algorithms for classifying grape data based on leaf features
- Utilized machine learning models to predict and analyze genetic variations.
Incubation Program Participant
Hero House
01.2022 - 05.2022
- Addressed the challenge of converting informal texts to formal language while preserving semantic meaning using natural language processing (NLP) techniques
- Implemented a student-teacher approach, leveraging limited parallel data availability, to improve the model's learning efficiency
- Applied fine-tuning techniques to the GPT-2 language model, enhancing its ability to generate formal text from informal input
- Developed a robust validation framework to assess the coherence and accuracy of the converted formal texts.
Education
Master's - Applied Statistics And Data Science
Yerevan State University
01.2024
Bachelor's - Informatics and Applied Mathematics
Yerevan State University
01.2021
Skills
- Python
- Scikit-learn
- PyTorch
- Data preprocessing
- Machine Learning
- Deep Learning
- Team Collaboration
- Critical Thinking
- Time Management
- Communication Skills
Websites
Languages
English
Full Professional
Armenian
Native/ Bilingual
Timeline
Junior Bioinformatician
Armenian Bioinformatics Institute
02.2022 - 02.2024
Incubation Program Participant
Hero House
01.2022 - 05.2022
Master's - Applied Statistics And Data Science
Yerevan State University
Bachelor's - Informatics and Applied Mathematics
Yerevan State University
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