Pritesh Dagar
Reading,Berkshire
Summary
Data Scientist with an MSc in Data Science & Analytics from Royal Holloway, University of London, specializing in AI, machine learning, and NLP. Experienced in developing data-driven solutions for academic and industry challenges. Proficient in model development, feature engineering, and data visualization. Adept at conducting research, collaborating in cross-disciplinary teams, and publishing in peer-reviewed journals.
Overview
3
3
years of professional experience
6
6
years of post-secondary education
1
1
Certification
Work History
Data Scientist
Eedi - Mining Misconceptions in Mathematics (Kaggle Competition)
Remote
08.2024
- Participated in a Kaggle competition to predict student misconceptions from incorrect responses in mathematics
- Developed a machine learning pipeline using NLP and multi-label classification techniques
- Implemented models such as Random Forest and XGBoost, achieving high prediction accuracy through hyperparameter tuning and cross-validation.
Data and AI Product Specialist
JATLINK
Reading
02.2024 - Current
- Led AI projects across various domains, including education and gaming, enhancing user engagement and system efficiency
- Developed VR capabilities for the Student Parliament in the Metaverse, increasing youth engagement in educational content by 30%
- Conducted data-driven studies to refine AI models, increasing prediction accuracy by 15% and user satisfaction by 25%.
Thesis Project
Royal Holloway, University of London
Egham, Surrey
02.2022 - 08.2022
Predicting Heart Failure Using Ensemble Methods and Feature Engineering :
- Built predictive models with 85% accuracy using ensemble methods on demographic and clinical data to forecast heart failure risks.
- Implemented feature engineering techniques to improve model performance, including feature selection and dimensionality reduction.
- Analyzed results to identify key risk factors, contributing to the understanding of heart disease progression.
Education
Master of Science - Data Science and Analytics
Royal Holloway, University of London
Egham, Surrey 09.2020 - 09.2022
Bachelor of Science - Information Technology
Mumbai University
Mumbai 09.2015 - 09.2019
Skills
Programming & Tools: Python, R, SQL, TensorFlow, PyTorch, Scikit-learn, Power BI, Tableau, Jupyter Notebook
Cloud Platforms: AWS, Microsoft Azure, Google Cloud Platform
Research & Data Analysis: NLP, Machine Learning, Data Visualization, Statistical Analysis
Web Development: HTML5, CSS3, JavaScript, PHP, WordPress
Blockchain: Solidity, Smart Contracts, NFTs, Solana
Project Management: Agile, Scrum, Product Strategy, Requirements Gathering
Soft Skills: Public Speaking, Research Collaboration, Technical Writing, Leadership
Certification
- AI for Organizational Leaders
- Azure AI Fundamentals (AI-900)
- Google Cloud Professional Machine Learning Engineer
- Prepare for AWS Machine Learning Specialty (MLS-C01)
- Microsoft Power BI Data Analyst Associate
- Career Essentials in Business Analysis
Key Projects
PlayGPA - AI-Driven Music Composition Platform
- Developed a Generative Adversarial Network (GAN) for real-time music composition, integrated into gaming environments, enhancing user interaction by 20%.
- Created a demo video showcasing the platform's capabilities to potential partners.
JATBOT - AI Customer Support Integration
- Enhanced NLP models for customer support automation, increasing prediction accuracy by 15% and user satisfaction by 25%.
- Integrated JATBOT with VR platforms, expanding its functionalities and client base.
Decentralized Gaming Platform
- Designed and developed a secure blockchain-based platform for various gaming applications, supporting third-party wallet integrations.
Timeline
Data Scientist
Eedi - Mining Misconceptions in Mathematics (Kaggle Competition)
08.2024
Data and AI Product Specialist
JATLINK
02.2024 - Current
Thesis Project
Royal Holloway, University of London
02.2022 - 08.2022
Master of Science - Data Science and Analytics
Royal Holloway, University of London
09.2020 - 09.2022
Bachelor of Science - Information Technology
Mumbai University
09.2015 - 09.2019
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