Shiva Ramezani
Los Angeles,,CA
Summary
Driven data science graduate with hands-on experience in machine learning and deep learning. Proficient in Python's scientific ecosystem, including NumPy, Pandas, Scikit-learn, and TensorFlow. Successful track record through pioneering AI and reinforcement learning solutions in internships. Expertise in NLP, SQL, and cloud tools. Agile collaborator with strong analytical skills. Eager to leverage precision and innovation for data-driven excellence.
Overview
2
2
years of professional experience
1
1
Certificate
Work History
Machine Learning-Artificial Intelligence Intern
BFit
06.2023 - Current
- Pioneering the use of Artificial intelligence and reinforcement learning to democratize personalized fitness training
- Leading the development and deployment of an innovative model for affordable mobile-accessible training and dieting
- Continuously advancing model towards groundbreaking solution poised to redefine the fitness industry.
Data Science Intern
Data Glacier
03.2023 - 05.2023
- Engaged in hands-on experience by applying Agile methodologies, mastering version control, and deploying Flask applications
- Pioneered a predictive model utilizing advanced data science techniques to pinpoint potential bank customers for term deposit products
- Demonstrated proficiency in analytics and effective teamwork, achieving an 86% accuracy rate with the predictive model
Data Science
Graduate Student
11.2021 - 01.2023
Artificial Intelligence Chatbot Project:
- Developed contextual chatbot using NLP and ML, training sequence-to-sequence model (RNN & GRU) for film discussions.
- Achieved 70% accuracy through hyperparameter tuning, collaborating in SCRUM team of 4 for successful project delivery.
Object Detection:
- Implemented real-time object detection using ResNet (CNN) and OpenCV.
- Demonstrated deep learning and computer vision expertise, achieving 85% accuracy in real-time object identification.
Log in/Registration Database:
- Launched secure social networking site, effectively managing user data.
- Utilized MySQL for registration, blogs, and security.
- Developed robust web-based system with HTML and PHP, safeguarding against SQL injection.
Education
Master of Science - Computer Science
California State University - Northridge
Los Angeles12.2023
Bachelor of Science - Textile Chemistry Engineering
Amirkabir University of Technology
Tehran, Iran09.2020
Skills
Programming Languages:
- Python, including NumPy, Pandas, Scikit Learn, TensorFlow, Keras and Jupyter
Data Science and Analysis:
- Data cleaning and preprocessing
- Data Visualization: Matplotlib, Seaborn
- Statistical Analysis: SciPy
- Machine Learning Algorithms: Classification, Regression, Clustering, Dimensionality Reduction, Neural Network
Supervised Learning:
- Decision Tree, Random Forest, Naive Bayes, Gradient Boosting, Support Vector Machines (SVM), K-Nearest Neighbors (KNN)
Unsupervised Learning:
- K-Means, Principal Component Analysis (PCA), DBSCAN, t-SNE
Deep Learning:
- Convolutional Neural Networks (CNN)
- Recurrent Neural Networks (RNN)
- Gated Recurrent Unit (GRU)
- Long Short-Term Memory (LSTM)
Natural Language Processing (NLP)
Database Management:
- SQL using MySQL
- Database design
Web Development and Deployment:
- Deployment using Heroku and Flask
- Web-based system development using HTML, CSS, and PHP
Version Control and Collaboration Tools:
- Git & GitHub
- Agile methodologies & SCRUM: Jira
Office Tools:
- Proficient in Microsoft Office (Excel, etc)
Soft Skills:
- Problem solver & analytical thinker
- Strong communication: team player & individual
- Prioritizing precision & attention to details
- Time management & deadline adherence
- Curiosity & staying up-to-date with tech trends
- Presentation skills
Timeline
Machine Learning-Artificial Intelligence Intern
BFit
06.2023 - Current
Data Science Intern
Data Glacier
03.2023 - 05.2023
Data Science
Graduate Student
11.2021 - 01.2023
Master of Science - Computer Science
California State University - Northridge
Bachelor of Science - Textile Chemistry Engineering
Amirkabir University of Technology
Certification
- Python Specialization, University of Michigan - 01/2021
- Data Science , 7Learn - 07/2021
- Numpy, LinkedIn Learning - 06/2022
- Pandas, LinkedIn Learning - 06/2022
- Statistics, 7Learn - 05/2022
- Git & Version Control, Udemy - 11/2022
- Reinforcement Learning, DeepLizard - 04/2023
- UI/UX Design, UXLand - 01/2023
- Generative AI with Large Language Models, Coursera - 08/2023
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