Projects List
I have developed and deployed several software-based systems and machine learning models that have been integrated into various applications.- ALL
- AI
- DB
- Web
- Android
- Desktop
- Other
Surgical Triplet Recognition

Developed an AI model for recognizing surgical triplets in real-time during procedures.
Implemented deep learning techniques to accurately identify sequences of surgical tools, phases, and actions.
The system enhances the understanding of surgical workflows and supports intraoperative decision-making.
Integrated with existing surgical systems to provide real-time feedback to surgeons.
Programming languages and tools used: Python, PyTorch, OpenCV, ....
Surgical Phase Recognition

Implemented an AI system to identify and track different phases of surgery automatically.
Used machine learning algorithms to classify surgical phases from video data with high accuracy.
The model improves surgical procedure monitoring and provides insights for training and quality control.
Supports hospitals in maintaining standards and reducing surgical errors.
Programming languages and tools used: Python, PyTorch, OpenCV, ....
Surgical Tool Recognition

Developed a tool recognition model to identify and track surgical instruments in real-time.
Leveraged computer vision and AI to enhance the precision of surgical tool handling.
The system aids in inventory management and ensures the availability of necessary tools during operations.
Supports sterile processing departments by tracking tool usage and location.
Programming languages and tools used: Python, PyTorch, OpenCV, ....
Knowledge Graph Design and Development

Designed and developed a knowledge graph to organize and represent relationships within a dataset.
Applied graph-based algorithms to extract insights and connections between various entities.
The knowledge graph enhances data retrieval, supporting advanced search and discovery capabilities.
Utilized in domains such as healthcare, finance, and research to link and query vast amounts of data efficiently.
Programming languages and tools used: Python, Neo4j, PyTorch, ....
Time Series Anomaly Detection

Implemented an AI model to detect anomalies in time series data with high precision.
Used techniques such as LSTM and autoencoders to identify unusual patterns in real-time data streams.
The system helps in predictive maintenance, fraud detection, and monitoring critical infrastructures.
Deployed across various industries, including finance, networking, manufacturing, and IoT.
Programming languages and tools used: Python, PyTorch, Scikit-learn, ....
TSP: Neural Combinatorial Optimization (NCO)

Developed a neural network-based solution for the Traveling Salesman Problem (TSP).
Implemented reinforcement learning techniques to optimize route planning and reduce travel costs.
The model efficiently solves large-scale TSP instances, outperforming traditional heuristic methods.
Applied in logistics, delivery services, and network design to improve operational efficiency.
Programming languages and tools used: Python, PyTorch, RLlib, ....
CVRP: Neural Combinatorial Optimization (NCO)

Implemented a neural network model to solve the Capacitated Vehicle Routing Problem (CVRP).
Optimized vehicle routes considering capacity constraints to minimize delivery costs.
Used deep reinforcement learning to achieve superior performance over conventional methods.
Beneficial for logistics companies in managing fleets and reducing operational costs.
Programming languages and tools used: Python, PyTorch, RLlib, ....
RESTful API Development

Designed and implemented a RESTful API to enable seamless data exchange between client and server.
Ensured the API is scalable, secure, and adheres to best practices for REST architecture.
The API supports CRUD operations, authentication, and handles high traffic efficiently.
Used in various applications, including mobile apps, web services, and enterprise systems.
Programming languages and tools used: PHP, Laravel, MySQL, ....
TECH4SPORT Desktop App Development

LEDbox automatically recognizes the connection to e-Scoresheet software by Data Project and displays real-time official data as required by FIVB regulations.
Displays all official match data, including scores, substitutions, and time-outs, with team colors.
Provides personalized interfaces for various sports disciplines, both on the App and the display.
Supports simple interfaces for special scores and exercises management, including 'Wash Drills' in Volleyball.
Allows users to set up exercise sequences with images and timing via the App, guiding teams through preparation and execution.
Enables creation of promotional Playlists with sponsor logos and videos, shown before, during, and after matches to enhance sponsor visibility.
Supports audio Playlists that can be played before and after matches through the Sports Hall sound system.
Enables real-time message visualization with customizable scrolling effects and character dimensions via the App.
Programming languages and technologies used: Python, Django, PyQT5, MySQL, CV2, YOLO, ...
Graduation Memo-Book App

This Android App I developed for graduating students contains students' information.
Integrated with their social media accounts (Facebook, Instagram, and WeChat).
Allows students to contact each other after graduation at any time using those integrated social media accounts.
Programming languages used: Java + XML + ...
Android Dictionary App

I created a dictionary in my 'Data Structures & Algorithms' course using Java and Hash Maps (complexity: O(1)).
While learning Android App Development from YouTube, I decided to make a dictionary app in Android using the same Java code logic.
Developed this app in Android Studio, containing over 32,000 English words and their meanings.
Initially takes approximately 8 seconds to load, then searches words instantly with a Time Complexity of O(1).
Determined to reduce the loading time further.
Programming languages used: Java + XML + ...
Personal Blog Websites

This project is called Complete Personal Blog Script using PHP and MySQL.
Complete Personal Blog is a clean and minimal Laravel blog perfect for writers.
It creates a personal blog site with simple creative features and effects to enhance the reading experience.
Built a multi-page website using HTML and CSS skills which includes custom images, layout, and styling.
Worked on appropriate file structuring, formatting, and styling.
Focused on using Flexbox and Grid systems to make the page responsive.
Programming languages used: HTML + JS + CSS + PHP/Laravel + Python/Django + ...
E-Commerce System

E-Commerce Website project developed using PHP, CSS, Bootstrap, and JavaScript with MySQL database.
The system has all the essential features required for an e-commerce website.
Contains user and admin sides.
Admin can manage products, suppliers, view logs, and many more.
From the user account, users can view products and purchase them easily.
Admin plays the main role in the management of the website.
Admin performs functions like managing products, suppliers, users, and much more.
Features allow users to manage products and shop online.
Helps customers to filter, shop online just like every other known eCommerce website.
Contains product and order management features.
Allows managing customers, website settings, subscribers, and more.
Contains an admin panel with a customer panel on the client side.
Customers can register on the website to start shopping.
Customers can filter products, add to cart, checkout, view orders, and much more.
Customers can go through a number of phases of products under this PHP eCommerce project.
Programming languages used: HTML+JS+CSS+PHP/Laravel+Python/Django+MySQL+...
Hospital Management System

The system aims to computerize the front office management of a hospital.
Developed to be user-friendly, fast, and cost-effective.
Handles collection of employee and patient information.
Performs CRUD operations on patient, doctor, pharmacist, and other data.
Patients can create an account and access various services.
Services include FAQs, hospital map, hotels around the hospital, appointment scheduling, online portal, contact details, financial assistance, and more.
Programming languages used: Java + MySQL +...
Projects for Personal Learning Purpose

Developed several projects for academic coursework and personal learning purposes, including:
Timeseries Data Clustering, Classification, Anomaly Detection, and Forecasting.
Design and Implementation of a Satellite Knowledge Graph and QA System.
E-mail Spam and Non-spam Filtering using Machine Learning (SVM).
Biometric Attendance System utilizing Java, C, Arduino Uno, and MySQL DB.
RFID Smart Card System developed with Java, C, Arduino Uno, and MySQL DB.
Multithreaded Banking System implemented in C/C++ with MFC and Win32 APIs.
School Management System created using Java and MySQL DB.
Library Management System designed with Java and MySQL DB.
Programming languages and technologies used include: Python, Java, C++, C, Arduino, MFC, Win32, and others.
Testimonials
My client saying
Emilio Spirito
Client(Italy), Sep 26, 2023 - Dec 30, 2023Project Title: Develop Desktop App to manage video tracking of volleyball spike
Tadiyos has been highly professional, proactive, and cooperative. He has undoubtedly been a valuable collaborator, successfully completing the agreed-upon project, even when the required effort exceeded expectations.
Show more
El H
Client(United States), Oct 18, 2022 - Oct 21, 2022Project Title: Database, APIs, and Admin Panel Development for an e-commerce platform
Excellent developer! He did everything I asked and went above and beyond. I was looking for a Fullstack Developer who can develop the AdminPanel for my E-Commerce Website and RESTful API for the Android Developer of the platform. He took my requirements and delivered exactly what I wanted at a high-quality level. From designing the admin panel to the integration of the API, he provided efficient and professional service. He is responsive, intelligent, and hard-working. Tadiyos was always available with the skills of great communication, timely replies, and attention to detail with great creativity. Completely committed to finishing the task perfectly within the timeline. I'm upset I hadn't found him sooner but will definitely be using him again going forward!
Show more
Muhammad Umer
Client(Italy), Sep 6, 2023 - Mar 20, 2024Project Title: Build an Admin Panel and APIs for a Simple eBay Store
Tadiyos did a very good job. He exceeded my expectations yet again with his fast delivery and efficient work. Asked questions when there were things he needed to know regarding the integration of the Back4App Database with the Admin Panel and then took that information and applied it well. I will continue to work with him.
Show more
Baran Gur
Client(Japan), Feb 2, 2023 - Feb 4, 2023Project Title: Simple reservation system with laravel
Tadiyos's development design expertise shone brilliantly throughout our collaboration on simple reservation system and admin panel development. His intuitive skills seamlessly blended functionality and aesthetics, enhancing user experience remarkably. Tadiyos's keen attention to detail and commitment to user-centric approach greatly contributed to the success of our project. It was a pleasure working with him, and I highly recommend his services to anyone seeking top-notch full-stack development solutions.
Show more
Muhammad Umer
Client(Italy), Dec 24, 2022 - Dec 30, 2022Project Title: Build Admin Panel Using Back4app Parse Database
It was wonderful to work with Tadiyos for the second time! Another great project was completed! On-time and on budget. He is always very fast to respond and I am really pleased with the outcome! I will definitely be back again.
Show more
Muhammad Umer
Client(Italy), Sep 26, 2023 - Dec 30, 2023Project Title: Develop APIs and Build an Admin panel for my Application
Working with Tadiyos was very easy. He took my requirements (an admin panel and APIs for my application) and delivered exactly what I wanted at a good quality level. He also designed and developed the database from scratch. I came to him with a rough concept, and he responded straight away and completed the job within the timeline, and was very helpful in answering all my questions. I will definitely be working together again in the future. I gladly recommend him to anyone looking for quality work.
Show more
Muhammad Umer
Client(Pakistan), Mar 30, 2023 - Mar 30, 2023Project Title: Build a Simple Website for Summer Camp
This is the fourth time that I have worked with Tadiyos, and once again, he has exceeded my expectations. I am very pleased with the results, and I appreciate the effort he put into completing the project within a day. If I have any future projects, he will be my first choice, and I would not hesitate to recommend him to anyone looking for a skilled and reliable freelancer.
Show more