Ali Hafezi
Building production-grade ML/AI systems that deliver measurable impact — 75% faster reporting, 80% enrollment growth, and 90% time reduction on complex data pipelines.
Professional Experience
Building and deploying AI solutions that deliver measurable business impact
Data Scientist
Designed and developed an intelligent fraud detection system for dental services based on Machine Learning, Computer Vision, and Anomaly Detection to analyze patient records and automatically verify claims.
Reduced management reporting time by 75% by designing interactive BI dashboards using SQL and Power BI to monitor real-time KPIs and analyze customer purchasing behavior.
Increased net profit by 20% and customer base by 30% for the "Koodak-e Bahoosh" online shop through data analysis and OSINT — extracting insights from databases, social networks, and competitor websites to optimize pricing and identify market demand patterns.
Conducted stakeholder meetings for needs assessment and feasibility studies; aligned business strategies with data-driven architecture and managed the ML Lifecycle within Agile sprints.
Data Scientist
Developed a Django-based website, deployed a database for storing, analyzing, and visualizing data, and designed training courses based on market demands — resulting in an 80% increase in enrollments during the first three months.
Data Scientist & AI Specialist
Designed ML model prototypes to optimize blast furnace parameters — demonstrated 5.5% reduction in fuel consumption and significant energy cost savings for industrial client.
Led quality control improvements by analyzing historical and real-time sensor data, enabling predictive maintenance and waste reduction.
R&D Intern
Analyzed subscriber consumption data and implemented a Genetic Algorithm (GA) in MATLAB to formulate the load shifting problem. Conducted scenario-based evaluations of the potential for peak load adjustment on critical feeders.
Technical Skills
Tools and technologies I use to deliver data-driven solutions
Programming & Scripting
- Python (Pandas, NumPy, SciPy)
- SQL & NoSQL
- R
- Bash & Docker
AI & Machine Learning
- PyTorch & TensorFlow
- Scikit-Learn
- LLMs & Multi-Agent Systems
- Computer Vision (CNN, GAN)
- NLP (RNN, LSTM, Transformers)
Visualization & BI
- Power BI
- Matplotlib & Seaborn
- Tidyverse (R)
- SQL Reporting
Infrastructure & Cloud
- Git & GitHub
- Linux / Ubuntu (WSL)
- AWS
- Hugging Face
Web Analytics
- Google Analytics
- Google Search Console
- SEO & Web Scraping
Soft Skills
- Teamwork & Collaboration
- Communication & Engagement
- Creative & Critical Thinking
- Problem Solving
Featured Projects
Real-world applications of AI and data science
Customer Churn Prediction
Collaborated effectively in customer segmentation through predictive analysis using clustering and machine learning methods. Developed, evaluated, and optimized deep learning models to predict and reduce customer churn, improving marketing strategies.
Multi-Agent Academic Assistant
An LLM/RAG multi-agent system that automates academic correspondence via paper scraping, semantic processing, and dynamic CV/SOP customization — cutting preparation time by 90%. Integrated with Gmail API for automated smart scheduling.
Dental Fraud Detection System
An intelligent fraud detection system for dental services based on machine learning and computer vision. Automatically verifies invoices against before-and-after images and monitors patient records for anomalous patterns.
Steel Production Optimization
Designed ML model prototypes to optimize blast furnace operational parameters, demonstrating a potential 5.5% reduction in fuel consumption. Analyzed historical and industrial sensor data to predict furnace behavior and optimize quality control.
HAR Analysis with Gaussian Mixture Models
Comprehensive analysis of human activity recognition data including preprocessing, PCA/UMAP dimensionality reduction, and GMM clustering with detailed visualizations and cluster evaluation.
Local LLM & Voice AI Pipeline
Deployed local LLMs and built an end-to-end voice chat pipeline integrating STT, Qwen (for reasoning), and TTS — enabling fully offline, low-latency voice interaction with AI.
Academic Professor Search Tool
Search and manage academic professors across universities using the OpenAlex API. Find professors matching your research interests, bookmark results, track contact status, and manage your academic network — all with persistent database storage per user/session.
Education & Honors
Academic credentials and academic achievements
Master of Science in Electrical Engineering — Control
Bachelor of Science in Electrical Engineering — Power
Get In Touch
Let's discuss how I can help your organization leverage data and AI
Call Me
+98 992-3304-227
Email Me
alihafezi.data@gmail.com
GitHub
View My RepositoriesLocation
Tehran, Iran