Convolution Optimization
Inventing a method for Optimizing calculations needed for kernel and convolution in Computer Vision.
Key Features
- • Redefining kernel movement pattern
- • Reducing calculations
- • Integrating with different methods
Cryptocurrency Price Prediction
Advanced time series forecasting model using LSTM networks for cryptocurrency price prediction. Integrated technical indicators and sentiment analysis for improved accuracy.
Model Performance
- • MAPE: 3.7% on Bitcoin predictions
- • 30-day forecast horizon
- • Real-time data integration
- • Risk assessment module
Talent Analysis Chatbot
Chatbot for Analysis young people talents and dreams and guiding them to reach it, using LLms to create guide agents.
Key Features
- • LLM agents using Gemini2.0
- • minimizing used tokens
- • training summerization using NLP
Warehouse Management System
IoT-based warehouse management system using ESP32 and ESP8266 microcontrollers. Real-time inventory tracking with automated alerts and reporting.
Model Performance
- • Real-time inventory tracking
- • Automated stock alerts
- • Web dashboard integration
- • Intelligent stock detection
Instagram Downloader Telegram Bot
Telegram bot for downloading Instagram posts, stories, and reels filtereatures automatic format detection and quality selection.
Key Features
- • Support for posts, stories, reels
- • Multiple quality options
- • Support multithreading for parallel download
- • User-friendly interface
