Hi, I am Keti Sulamanidze.

Github Recommender System

• Light Gradient Boosting Machine
• Streamlit
• ML Recommendations
• Agile Software Development

Embedded 1.2 million repositories and built a personalized recommender system using the LightGBM ML framework. The system was displayed via Streamlit and got featured on Github Open Source Fridays.

3D Story Builder with GenAI

• GenAI pipeline building
• text-to-music
• 3D - Unity

Wrote a pipeline of GenAI, turning text input into an interactive 3D story experience. The project receives a textual story as an input, using OpenAI API it is split into scenes which get transformed into:
• Visual description for the scene used for environment 360° image generation model from Blockade Labs
• Description for audio/music generation model from Meta Everything gets stacked together in Unity as a 3D story.

Full stack project - Banking Software

• DevOps
• Github Actions
• Azure
• Python
• SQLAlchemy
• Vue.js
• Flask
• Bicep

Built upon the provided university class assignment in DevOps and deployed Backend, Frontend, and Infrastructure of a simple banking software.
Deployed Development and User Acceptance Testing environments on Azure using Github Actions and Bicep.

Smart Agent - Kakuro Game Solver

• Object-Oriented Programming (OOP)
• Constraint Propagation
• Backtracking

Developed a Kakuro game solver agent that efficiently utilizes constraint propagation, backtracking, and adheres to OOP principles. The agent is designed to solve Kakuro puzzles with optimal strategies, providing a robust solution.

Mobile App with Expo (React Native) and Firebase

• Expo framework
• Firebase
• Javascript

A simple mobile app stores and displays a big number of notes in an organized manner, helpful for Georgian High Schoolers to pass Georgian National Exams.
It is published on

Google Play Store,

has built in ads and is available for Android at the moment. 500+ downloads.

The whole stack from start to finish was built solely by me.

Mobile App with Flutter

• Flutter
• Dart
• Firebase

A mobile app built for Google Solution Challenge (prototype) in team of 2. The app allows donors to create challenges for charities and for helpers to participate in those challenges to raise money for those charities. Currently, the challenges offered are solving LeetCode problems and taking math quizzes. The app doesn't support money transfer yet.

You can view a video explanation submitted for the challenge on Youtube.

Hit the target Game

• C++
• Arduino IDE
• Tinkercad

A laser shooting game that was built as a final project for a university course in Physics. The game is built with Arduino and C++. All of its details along with code were published on

Arduino Project Hub.

You can also see a demo of the game on Youtube.

Automatically Generating Flashcards

• OpenAI API
• Streamlit
• Python
• Prompt Engineering

The project was created in a collaboration with a friend. It uses OpenAI API to generate flashcards from a given pdf file. The user can choose the number of flashcards to be generated. The generated flashcards are donwloadable in usable yankee format txt.

Hues and Cues Game

• Python

A python graphical game built for a university course 'Algorithms and Data Structures'.
The game uses a mix of algorithms - quicksort, binary search - and data structures. It includes comprehensive comments with time complexity analysis of functions. The game utilizes a simple random bot.

Escape Room Game

• Python

A python graphical game built for a university course. It uses graphics.py library and is a simple timed escape room game.