Portfolio Work
Some of the cool projects I've worked on
Scheduling Application (React, Next.js)
Built a full-stack web app using Next.js and React.js for managing client bookings and schedules reducing scheduling conflicts by 40%.
Integrated MongoDB for efficient data storage and Stripe for secure payment processing
Implemented Stripe for secure payment processing.
Added AI-driven ChatGPT assistance for smarter scheduling insights.
Real Estate and Facebook Automation Script (Python, Selenium)
Automated property data scraping with Python and Selenium.
Reduced manual input time by 90% through automated Facebook Marketplace posting.
Optimized workflows for seamless content updates and improved user engagement.
Developed a Raspberry Pi program using OpenCV with Google API integration for voice-activated commands.
Enabled image detection, object recognition, and emotion analysis with advanced AI capabilities.
Optimized performance for resource-constrained environments.
Voice-Activated Image and Emotion Detector (Python, OpenCV)
Engineered a machine learning pipeline using LSTM neural networks to forecast stock prices based on historical market data.
Automated data collection and preprocessing using Python and Yahoo Finance API to streamline the training process.
Improved prediction accuracy through hyperparameter tuning and model optimization, reducing error in stock price forecasts.
Deployed predictive scripts for real-time closing price forecasts, enhancing decision-making for financial analysis.
Stock Price Prediction System (Python, Tensorflow)
Exceed Robotics
Programming and Robotics Instructor | Dec 2021 – Current | Toronto, ON.
Taught 50+ students object detection and image manipulation using OpenCV and Google API, enhancing skills for extracting necessary data with advanced object detection capabilities.
Led the creation of 5 web development courses, boosting student enrollment by 20%.
Developed and led AI-focused projects, helping students implement Python-based applications with advanced capabilities, including object, voice, and image recognition using Raspberry Pi and Google's API
Helped multiple students engineer Python-based mock Google Homes using Google's API, achieving real-time data access and user interaction through advanced voice recognition technology.
Designed and built an autonomous car powered by Arduino, integrating multiple motors and sensors, including distance sensors, to enhance autonomy and precise control.
Royal Lepage Signature Realty
Freelance Developer | Aug 2024 – Dec 2024 | Toronto, ON.
Developed a Python script using Selenium to scrape data from a real estate website, extracting detailed property listings including address, property type, price, and amenities.
Automated the process of posting these listings to Facebook Marketplace, reducing manual input time by 90%.
Built a robust solution for seamless user and data input management, improving workflow efficiency.
Optimized data handling and posting frequency to achieve a seamless flow of content to Facebook Marketplace, driving user engagement and reach
Education
Currently in my last semester at Toronto Metropolitan University pursuing my Bachelors of Science Honours in Computer Science. I have had the opportunity to dive into many different fields some of which include: Full-Stack Development, Robotics, Machine Learning and A.I, and Cloud Development
Skills
Programming Languages: Python, Javascript, SQL, Java, C, HTML, CSS, Bash/Shell, MongoDB, Arduino
Frameworks: ReactJS, NodeJS, ExpressJS, NextJS, TensorFlow, PyTorch
Developer Tools: AWS, Google Cloud, Git, Docker
Libraries: Pandas, Numpy, Selenium, Matplotlib, Scikit-Learn, TensorFlow, OpenCV
Platforms: Linux, MacOS, Windows
Languages: English, Bulgarian
Get in touch
Phone
647-606-5810
martinivkamburov@gmail.com