Hamid Shahraki
Data Scientist
Ilmenau
Summary
Data Scientist with over 2 years of experience at Saderat Bank, specializing in leveraging advanced data analytics, machine learning, and deep learning techniques to drive insightful decision-making and predictive modeling. Having a strong foundation in AI and a deep enthusiasm for applying statistical methods and data preprocessing to solve complex business challenges.
Overview
4
4
years of professional experience
7
7
years of post-secondary education
Work History
Data Scientist
Saderat Bank
Tehran
2020.08 - 2022.09
- Developed Fraud Detection project using Autoencoder architecture for transaction analysis.
- Led Customer Segmentation project using Deep Embedded Clustering architecture.
- Conducted research on optimizing ATM locations using clustering models like K-means
Cyber Security Analyst
Saderat Bank
Tehran
2018.05 - 2020.07
- Parsed logs for threat analysis using Grok debugger.
- Monitored and tracked potential attacks using Zabbix and Kibana.
Education
Master of Science - Artificial Intelligence And Robotics
Malek Ashtar University of Technology
Iran, Tehran 2015.09 - 2017.09
Bachelor of Science - Computer Hardware Engineering
Hamedan University of Technology
Iran, Hamedan 2007.09 - 2012.12
Skills
Programming (Python, C, SQL)
- Machine Learning
- Statistical Analysis
- Big Data
Libraries & Frameworks
- TensorFlow
- PyTorch
Scikit-Learn
- PySpark
- Pandas
Tools & Technologies
- Docker
- AWS (S3, Amazon SageMaker, Lambda)
- Databricks
- Git
Self-Initiated Projects
Landmark-Based Phenotyping on Plant
- Developed UNet++ and ResNet models to predict coordinates on stem and leaf images.
Cell Segmentation with YOLO v8
- Deployed the model with Docker and set up CI/CD using GitHub Actions on Azure.
- Built a Flask application for user interaction.
Text Summarization with Pegasus
- Implemented CI/CD pipelines for deployment on AWS.
- Built the application with FastAPI.
Languages
Persian
Bilingual or Proficient (C2)
English
Advanced (C1)
German
Intermediate (B1)
Timeline
Data Scientist
Saderat Bank
2020.08 - 2022.09
Cyber Security Analyst
Saderat Bank
2018.05 - 2020.07
Master of Science - Artificial Intelligence And Robotics
Malek Ashtar University of Technology
2015.09 - 2017.09
Bachelor of Science - Computer Hardware Engineering
Hamedan University of Technology
2007.09 - 2012.12