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Zwriter/README.md

Hello, I'm Robert Nicolae πŸ‘‹

πŸ” About Me

Technology has always fascinated me, especially its impact on society. This passion led me to study computer science, where I developed strong skills in programming and systems administration. I am organized, eager to learn, and focused on finding effective solutions. Currently, I am particularly passionate about machine learning and AI.


πŸ† Notable Projects

Assistive communication platform for people who cannot communicate through speech, built by a team of 4. It combines an accessible visual communication board with gaze-based interaction, facial-expression input, and a patient-to-care-team notification channel.

Tech stack: MediaPipe, WebGazer, REST, WebSockets

My role: Full-stack engineer

  • Web-based gaze estimation using the device camera, MediaPipe Face Landmarker, and WebGazer
  • Nine-point calibration, head-movement compensation, temporal filtering, and dwell selection
  • Patient linking and persistent notifications between patients and nurses over REST and WebSocket APIs

πŸ“‹ Forma

Open-source desktop app for exploring, profiling, cleaning, and transforming large datasets through a visual interface. It helps data scientists and ML engineers prepare datasets without rewriting the same preprocessing scripts. All processing runs locally, with no cloud hosting, Docker, or external backend required.

Tech stack: React, TypeScript, Tauri, Python

  • Cross-platform desktop application with a visual interface for dataset exploration, profiling, cleaning, and transformation
  • React and TypeScript frontend, Tauri shell, and a Python data-processing layer
  • Fully local processing with no external dependencies

πŸ“• Bookwise

Full-stack book recommendation application. A React frontend sends natural-language questions to a FastAPI backend, which combines input filtering, semantic retrieval from a Chroma catalogue, OpenAI recommendations, local summaries, and Google Books fallback search.

Tech stack: React, FastAPI, Chroma, OpenAI, Google Books API

  • Recommends books from the local catalogue using natural-language questions
  • Refines recommendations by mood, genre, theme, or reading preferences
  • Searches and prioritizes books in the language of the prompt or a language explicitly specified by the user
  • Retrieves complete summaries for books in the local catalogue
  • Falls back to Google Books search when the local catalogue lacks enough relevant results
  • Continues conversations with bounded message history

⚑ Fun facts:

  • I've started learnign PCB design in my spare time
  • I'm curently looking into integrating AI and Robotics πŸ€–
  • My favourite game is Hollowknight
  • Hobies: gym, basketball, gaming

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  1. Voice-To-Voiceless/Voice-To-Voiceless Voice-To-Voiceless/Voice-To-Voiceless Public

    Voice-To-Voiceless is an assistive communication platform for people who cannot communicate through speech. It combines an accessible communication board with gaze-based interaction, facial-express…

    JavaScript

  2. Bookwise-Smart-Librarian Bookwise-Smart-Librarian Public

    An AI RAG Tool that gives book recommendations based on user query

    Python 1

  3. MarketBase-Management-Tool MarketBase-Management-Tool Public

    A visual interface app made with C# frontend/backend and MsSql as database

    C# 2

  4. RN-Movies RN-Movies Public

    A IMDB inspired movie catalogue made using Laravel

    PHP

  5. CSV-Data-Processor CSV-Data-Processor Public

    A small end-to-end ETL data pipeline for cleaning and organizing CSV datasets into a usable, queryable data store, with support for Docker-based setup and sample data included in the repo.

    Python