PORTFOLIO
Lesson quality control AI system
Developed an AI-powered system that transcribes lessons and checks them against a checklist to identify deviations from teaching guidelines, ensuring lesson quality control.
Education
Python
Whisper (OpenAI)
GPT model
MySQL
Shopping recommendation system
Developed a recommendation system for Choys.app, including BBOX clothing search, advanced image tagging, and fine-tuned an LLM model to find similar products using embeddings.
Python
PyTorch
DINOv2 & Clip (Open AI)
PostgreSQL
E-commerce
AI assistant for the online school sales department
Developed an AI assistant that provides instant access to course information, speeding up responses and reducing the sales team's dependency on the product team.
Education
Python
OpenAI GPT models
AWS
PostgreSQL
Computer vision production safety monitoring
Developed a real-time computer vision system that monitors helmet compliance on production lines, triggering immediate alerts for safety violations and improving overall workplace safety.
Manufacture
Python
TensorFlow
OpenCV
YOLO
PostgreSQL
AWS
Tire wear detection system
Developed a machine learning and computer vision solution for a leading used tire retailer to detect tire wear from photos. The system analyzes images to assess wear levels with high accuracy.
Python
PyTorch
OpenCV
PostgreSQL
Manufacture
Scikit-learn
Automated student lead qualification
Developed an automated lead qualification system for an online school that analyzes sales calls to assess customer qualification, purchase likelihood, and identifies key pain points.
Education
Python
OpenAI GPT models
AWS
PostgreSQL
NLP
Customer churn prediction for an online school
Developed a churn prediction system for an online school that uses homework submissions and attendance data to forecast student dropout likelihood.
Education
Python
MySQL
PyTorch
Predictive modeling
Video content generation system for an online store
Developed an AI-powered system for an online store that automatically generates personalized video content for products.
E-commerce
Python
MySQL
PyTorch
Predictive modeling
Computer vision shoplifting detection solution
Developed a computer vision solution for detecting shoplifting in retail stores. The system analyzes real-time video feeds to identify suspicious behavior, helping to prevent theft and improve store security.
Retail
Python
Real-time video processing
OpenCV
TensorFlow
Production process and quality monitoring system
Developed a system for tracking production processes and monitoring quality control. The solution ensures real-time oversight of manufacturing operations, helping to detect inefficiencies and maintain high-quality standards.
Real-time video processing
OpenCV
PyTorch
Python
Manufacture
Automation and Systematization of AMTS
The system provided the client with real-time information on the status of vehicles along their routes, significantly improving operational efficiency and ensuring timely delivery of crucial data to the monitoring department
Aruco marker
OpenCV
PyTorch
Python
Manufacture
Augmented reality advertising at racing event
Developed an augmented reality (AR) solution for race broadcasts that integrates ads directly into live footage without the need for physical banners. The system recognizes track elements and overlays ads in real-time.
Unreal Engine 4
OpenCV
PyTorch
Python
Other
AR
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