// About Me
Computer Engineering graduate familiar with ETL Pipelines, Machine Learning, and Federated Learning. Passionate about developing intelligent systems for healthcare and data-driven solutions.
// Education
Shiraz University of Technology
September 2021 - September 2025Bachelor of Science in Computer Engineering
GPA: 16.47/20 (ranked in the top 20% of the cohort)
Undergraduate Researcher, Laboratory of Cognitive Science & Data Science
Teaching Assistant, Database Course
Deputy Secretary, Artificial Intelligence Scientific Society
Ranked in the top 1% nationwide in Iran's university entrance examination
// Research Interests
- Federated Learning & Distributed Systems
- Medical Image Processing
- Natural Language Processing (NLP) & LLMs
- Disease Detection & Diagnosis
- Smart Health Monitoring Systems
// Publications
Early Detection of Alzheimer's-like Behavior Using Deep Learning and Sensor Data in a Smart Home Environment
MLKD 2024 - Machine Learning and Knowledge Discovery Conference
View PaperBridging Heterogeneous Data Silos: A Vertical Federated Learning Approach with Additive Secret Sharing for Cardiovascular Prediction
AISoft 2024 - AI and Software Conference
View Paper// Skills
Programming
- Python
- SQL
- C++
- Java
- C#
- HTML
Data Engineering
- ETL Pipelines
- SQL Server
- Databricks
- GitHub Actions
- APIs
- Data Warehousing
Data Analysis
- Pandas
- NumPy
- Matplotlib
- Seaborn
- Power BI
Machine Learning & AI
- TensorFlow
- Keras
- Scikit-learn
- Deep Learning
- NLP
- Image Processing
- RAG with LangChain
Frameworks & Tools
- OpenCV
- BeautifulSoup
- FLOWER
- Roboflow
- EasyOCR
- Git
- Telegram Bot Dev
Languages
- English (Advanced)
- TOEFL scheduled Nov 2025
// Projects
Customer Churn Analysis and Prediction - Havayar Company
Led full ML pipeline development, from data collection and feature engineering to preprocessing and validation. Performed model training, hyperparameter tuning, and retraining strategy. Deployed model via APIs and prepared technical documentation.
Litopia - Laptop Sales Data Analysis
Conducted competitor analysis and sales trend exploration. Designed SQL database and applied Python-based ML techniques. Built dashboards (Power BI) and web scraping pipelines for inventory data.
View ProjectVertical Federated Learning Implementation
Implemented a vertical federated learning system using Flower framework. Developed client/server models with embedding exchange and gradient updates.
View Project// Experience
Data Engineer
GantoumJuly 2025 - Present
- Designed and automated ETL pipelines for large-scale data integration
- Managed and optimized relational databases
- Developed data warehouse architecture for analytics workflows
- Developed interactive dashboards for real-time monitoring and actionable insights
Data Science Intern
AriooteamSeptember 2024 - March 2025
- Applied image segmentation and detection (SAM, YOLO) for vision tasks
- Conducted hyperparameter tuning and deployed ML models via APIs
- Contributed to customer churn prediction pipelines and documentation
Bootcamp Participant (Data Analysis)
QueraAugust 2023 - November 2023
- Completed intensive data analysis projects using Python, SQL, pandas, and Power BI
- Implemented ML models, web scraping scripts, and data visualization dashboards
- Practiced technical interviews and gained exposure to industry case studies
Deputy Secretary, Artificial Intelligence Scientific Society
Shiraz University of TechnologyApril 2023 - April 2024
- Organized technical workshops, ICPC contests, and Python training sessions
- Collaborated with Shiraz University of Medical Sciences (e.g., AI in Ophthalmology event)
- Produced technical content to promote AI learning among students
Contributor, Software Section
Cyber Sutech JournalMarch 2025 - October 2025
- Wrote and edited articles on software related topics (Distributed Systems)
- Collaborated with peers on student-led publication
// Certifications
Machine Learning with Python
South Industrial Management Institute
May 2024
Credential ID: 6113544918556482
Verify Certificate