امروز 18 خرداد 1405

Hello everyone
My name is Alireza-Ranjbar but everyone calls me saman I'm new here but not newbie. I worked as a senior data scientist for several past years ,but now i'm looking for fill my free time by working on some projects.

EDUCATION

Master of Computer Applications - MCA
Software Technology Engineering

EXPERIENCE

Software Engineer & designer 

2018-2020
loc: Tehran

  • Junior Android Mobile Application Developer
  • Senior UI/UX Designer
  • Teaching Python language (Basic, Intermediate) 

2020-2021
loc: worldwide

  • Freelancer on Freelancer.com for one year. handling diverse projects including logo design, Ad banner creating, Children's story writing, UI/UX design, etc...

Research in disease diagnosis through programming (here I became a data analyst)

2021-2024
loc: worldwide

My core focus was enhancing the accuracy of tumor diagnosis. To achieve this, I mastered the mathematical formulas, algebraic structures, and programming logic essential for medical diagnostics. I also doved deep into Machine Learning, Deep Learning, Convolutional Neural Networks (CNNs), and Recurrent Neural Networks (RNNs) to build robust diagnostic models.

Medical Image Processing & Computer Vision: Beyond just CNNs, understanding specific libraries like OpenCV or SimpleITK for preprocessing medical images (like MRI, CT, or X-ray scans) is crucial. This includes noise reduction, segmentation, and normalization techniques.


Data Preprocessing & Handling Imbalance: Medical datasets are often small and imbalanced . Skills in SMOTE , data augmentation , and handling missing values are vital for training fair and accurate models.


Model Interpretability (Explainable AI - XAI): In healthcare, "black box" models aren't enough. Doctors need to know *why* a model made a decision. Learning tools like SHAP or LIME helps explain the model's predictions, which is essential for clinical trust.


Bioinformatics & Genomics Data Analysis: If you want to expand beyond imaging, understanding how to analyze genetic data (like DNA sequencing) can help in personalized medicine and early cancer detection.

(sry i had to explain all my skills to people who have no idea about these skills)

I learned and learned and here my results:

  • Detection three brain tumors (Glioma , Meningiomas , pituitary)
  • Lung cancer diagnosis 
  • Tuberculosis diagnosis

Senior Data Scientist

2024-2026
loc: Tehran

List of projects I have done:

  1. Predicting Tehran Air Qaulity Index (AQI)
  2. Assessing the creditworthiness of a company's employees for lending
  3. Real Estate Price Prediction in Major Tehran 
  4. Traffic Congestion Prediction in Tehran
  5. Fake News Detection in News (Domestic and foreign news networks) about My dear Country IRAN
  6. Predicting Hospital Readmission Rates 
  7. Stock Market Trend Prediction (Tehran Stock Exchange)
  8. Personalized Learning Path Recommendation for EdTech Platforms
  9. Predicting Car Accident Hotspots in Tehran
  10. Predicting Electricity Outages
  11. Predicting student Dropout in University 
  12. Optimizing supply Chain for Retailers
  13. Predicting loan Approval for small businesses
  14. Detecting Fake Review on E-commerce site
  15. Predicting Crop Disease in Greenhouse 
  16. Predicting Employee performance 
  17. Detecting Anomailes in Industrial Sensor Data
  18. Optimizing Inventory for Pharmacies
  19. Real Estate Rental price Prediction (short-term)
  20. Predicting Energy Theft in Residental Areas
  21. Detecting Deepfake Audio in Persian 
  22. Predicting water pipe leaks in Urban Networks
  23. Sentiment Analysis of Iranian political New (Personal Project, never sell, never share)
  24. Predicting Student Academic Performance
  25. Predicting Flight Delays in Iranian Airliens 

Junior AI Engineer

2025-2026 (untill now)
loc: Tehran

List of projects I have done:

  1. Persian Legal Document Analyzer (Detect Risk of Document)
  2. AI-based crop Disease Detection (Only for the leaves of a specific type of plant such as the leaves of Sansevieria)
  3. Real-Time English sign language Translator (to English & Persian)
  4. Smart Grid Energy Optimization 
  5. AI-Driven persian Poetry Analysis (personal project, just share with people who loves great Fersdosi)
  6.  English Voice Cloning for Audiobook
  7. AI-Enhanced Persian Grammar Checker
  8. Smart Waste Sorting System 
  9. Smart Education Personalization 
  10. AI-Based persian Text Summarizer
  11. AI-Powered Persian Customer Support Chatbot
  12. Smart Irrigation Control for Greenhouse
  13. Smart Energy Metering for Factories
  14. AI-Based persian Legal Contract Generator
  15. AI-Based English Voice Cloning for Dubbing 
  16. Smart Hospital Appointment Scheduling 

INTERESTS

  • Playing Video Games
  • Learning new Technology
  • Optimization of Programming Algorithm
  • Reading Persian Poems 
  • Reading Books by Russian Authors

فعالیت به عنوان مجری

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