Saman Ranjbar
رتبه : 1916
مهارتها
گزارش عملکرد:
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:
- Predicting Tehran Air Qaulity Index (AQI)
- Assessing the creditworthiness of a company's employees for lending
- Real Estate Price Prediction in Major Tehran
- Traffic Congestion Prediction in Tehran
- Fake News Detection in News (Domestic and foreign news networks) about My dear Country IRAN
- Predicting Hospital Readmission Rates
- Stock Market Trend Prediction (Tehran Stock Exchange)
- Personalized Learning Path Recommendation for EdTech Platforms
- Predicting Car Accident Hotspots in Tehran
- Predicting Electricity Outages
- Predicting student Dropout in University
- Optimizing supply Chain for Retailers
- Predicting loan Approval for small businesses
- Detecting Fake Review on E-commerce site
- Predicting Crop Disease in Greenhouse
- Predicting Employee performance
- Detecting Anomailes in Industrial Sensor Data
- Optimizing Inventory for Pharmacies
- Real Estate Rental price Prediction (short-term)
- Predicting Energy Theft in Residental Areas
- Detecting Deepfake Audio in Persian
- Predicting water pipe leaks in Urban Networks
- Sentiment Analysis of Iranian political New (Personal Project, never sell, never share)
- Predicting Student Academic Performance
- Predicting Flight Delays in Iranian Airliens
Junior AI Engineer
2025-2026 (untill now)
loc: Tehran
List of projects I have done:
- Persian Legal Document Analyzer (Detect Risk of Document)
- AI-based crop Disease Detection (Only for the leaves of a specific type of plant such as the leaves of Sansevieria)
- Real-Time English sign language Translator (to English & Persian)
- Smart Grid Energy Optimization
- AI-Driven persian Poetry Analysis (personal project, just share with people who loves great Fersdosi)
- English Voice Cloning for Audiobook
- AI-Enhanced Persian Grammar Checker
- Smart Waste Sorting System
- Smart Education Personalization
- AI-Based persian Text Summarizer
- AI-Powered Persian Customer Support Chatbot
- Smart Irrigation Control for Greenhouse
- Smart Energy Metering for Factories
- AI-Based persian Legal Contract Generator
- AI-Based English Voice Cloning for Dubbing
- Smart Hospital Appointment Scheduling
INTERESTS
- Playing Video Games
- Learning new Technology
- Optimization of Programming Algorithm
- Reading Persian Poems
- Reading Books by Russian Authors