Machine learning engineer
Become.Expert 2024/03-2024/06
- Conducted data cleaning, preparation and feature engineering tasks on a dataset of house features to predict sales prices.
- Conducted classification to identify the survival of individuals in a ship crash.
- Participated in development and implementation of face expression recognition (FER) machine learning models.
- Created and implemented sentiment analysis models on user movie movie reviews.
Rastava Academy 2024/01-2024/03
- Assisted in implementing feature selection algorithms and preprocessing tasks on car and people images.
- Collaborated in developing video face detection models using webcam and Opencv.
- Deep learning Center 2023/09-2023/11
- Developed and implemented a persian sentiment analysis model based on the ParsBERT project.
- Machine learning - Scikit-learn
- Predictive modeling
- Deep learning - Tensorflow
- Data visualization - Matplotlib, Seaborn and Plotly
- Data analysis - Numpy, Scipy and Pandas
- Data cleaning and preparation
- Feature engineering
- Database design - SQL
- Natural Language Processing - NLTK, Gensim and Spacy
- Sensor data segmentation
- Algorithms and Optimization
- Problem solving
- Docker
- Sensor segmentation algorithms
- Pose estimation project
- Food vision
- Face expression
- Webcam face detection
- SkimLit
- Disaster tweets
- Naive bayes
- House price prediction
- BTC prediction
- Titanic
- Deep learning fundamentals projects
- Clustering project
- Certified CS50ai from Harvard university 2024-06
- Data science and SQL certification from Allameh Tabatabaei university 2023
- Tensorflow developer certificate: Zero to mastery from Udemy 2023
- Python for Data Science and Machine Learning certification from Udemy 2023
- Master of Computer science from Amirkabir university 2020-2022
- Bachelor of computer science from Shahrekord university 2016-2020