Pouria Tayebi
Towson,Maryland
Summary
Dedicated and innovative data scientist with expertise in Python and machine learning, specializing in developing solutions for healthcare technology. Proven ability to lead complex projects, including creating a 90% accurate heart disease prediction system using TensorFlow. Committed to advancing data security and interoperability through blockchain technology. Seeking to leverage skills in a challenging role within a forward-thinking organization.
Overview
1
1
year of professional experience
Work History
Web Developer - Freelancing
House Of Kabob
Towson, MD
02.2025 - Current
- Designed and developed responsive website optimized for mobile and desktop platforms.
- Implemented frontend components using React for enhanced user interfaces.
- Developed backend functionality using Node.js and MySQL.
- Designed and executed web-based booking platforms.
- Handled customer requests and formulated design solutions.
Research Assistant
Towson University
Towson, MD
09.2023 - Current
- Led the development of a decentralized health record system, improving data security in healthcare operations.
- Collaborated with a team to implement an NLP system, enhancing customer service efficiency in the restaurant industry.
- Created a heart disease prediction model with TensorFlow, achieving high accuracy and contributing to healthcare advancements.
- Developed an Android app prototype, integrating Java and XML with a Django backend for seamless functionality.
- Authored research papers on machine learning, contributing to recognized conference submissions.
Education
Master of Science - Data Science
Towson University
Towson, MD01.2024
Bachelor of Engineering - Aerospace Engineering
University of Leeds
01.2021
Skills
- API Development Expertise
- Flask Development
- Nodejs Development
- Experience with Amazon S3 Solutions
- JavaScript Programming
- Proficient in ReactJS
- XML Structure Development
- Nextjs Framework Expertise
- Experienced in TensorFlow
- Proficient in Scikit-learn
- Experienced with PyTorch Framework
- Keras Framework Proficiency
- Data Preparation
- Natural Language Processing
- MySQL Database Management
- MongoDB Proficiency
- Proficient in Python
- Smart Contract Development
Projects
E-Commerce Marketplace Web Application, Full Stack Development, Designed a marketplace using ReactJS, Express, NodeJS, and MySQL, featuring a real-time chat system for customer-merchant negotiations and AWS S3 for image storage., Implemented efficient data structures and optimized API performance for scalable transactions. Decentralized Voting System, Full Stack Development, Designed and implemented a decentralized voting system using ReactJS for frontend application, featuring live vote results and poll creation with a deployed Smart Contract written in Solidity on Ethereum blockchain.
Languages
Persian
Native/ Bilingual
English
Native/ Bilingual
References
References available upon request.
Timeline
Web Developer - Freelancing
House Of Kabob
02.2025 - Current
Research Assistant
Towson University
09.2023 - Current
Master of Science - Data Science
Towson University
Bachelor of Engineering - Aerospace Engineering
University of Leeds
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