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Dancsó Marcell

Dancsó Marcell

Computer Science Engineer Student at Budapest University of Technology

Budapest, HU
+36303680010
Hungarian, English

Background


About

About

As a Computer Science student at Budapest University of Technology and Economics, I am passionate about automation and problem-solving. My skills in math and coding, coupled with strong communication abilities in both Hungarian and English, make me an effective collaborator. Driven by a relentless pursuit of knowledge, I approach challenges with a blend of hard work, patience, and determination. Every obstacle is an opportunity to learn and grow, fueling my commitment to excellence in the field. If you're interested in working together, feel free to reach out to me.

Work Experience

Work Experience

Projects Experience

Projects Experience

  • Sign Language Translation

    Sep, 2023 - Jan, 20245 months

    Awarded 1st place in the Neural Networks section at the 2023 TDK competition organized by Budapest University of Technology. The research paper titled "Sign Language Translation for Support of Hearing-Impaired Individuals" explores pose approximation methods, deep learning algorithms, and result correction with large language models.

  • Gesture Control System for 3D Scene Interaction

    Feb, 2023 - Jun, 20234 months

    Developed a gesture control system tailored for 3D scene interaction using pose approximation techniques, specifically Google's MediaPipe hands/holistics models. The system allows users to control a webcam-based camera differently based on handpose and gesture. Machine learning algorithms were employed to analyze hand gestures. The system includes both browser and Python versions. Additionally, the project briefly experimented with eye tracking using a simple webcam, aiming to bring 3D computer scenes and general computer interaction closer to users.

  • PocketGym

    Feb, 2023 - Jun, 20234 months

    A cross-platform application tailored for gym enthusiasts and professional trainers, facilitating the management of personalized workouts and progress tracking.

  • Self-Driving in DuckieTown

    Sep, 2022 - Nov, 20222 months

    Engaged in the endeavor of instructing an agent within the DuckieTown environment to perform various self-driving tasks. The project integrates techniques from both Imitation and Reinforcement learning, aiming to compare outcomes against established solutions like PPO or DQN.

  • Determining burr size based on microscopic images of cut metal sheets

    Oct, 2022 - Nov, 202217 days

    Collaborative effort with the Department of Manufacturing Science and Technology at the university, focusing on assessing burr size deviations in machined metal sheets through microscopic imagery. The project employs OpenCv and various image processing methodologies.

  • Object Oriented Software Design in a team, for University course: VIIIAB06

    Feb, 2022 - Jun, 20224 months

    Engaged in a semester-long team assignment for Software Project Lab, responsible for orchestrating the software architecture within a group of five.

  • I C what you did last summer conference

    Nov, 2021 - Nov, 20211 day

    Invited as a guest performer to the "I C what you did last summer conference" in 2021, where I presented a deep learning solution utilizing neural networks for controlling the entity in the renowned Snake computer game.

Skills

Skills

  • Python

    Pandas

    Tensorflow

    Machine Learning

  • C#

    Back-end

    Entity Framework

    ASP .Net Core

  • Java

    Java SE

    Demonstrator at University Java course

  • Object Oriented Software Design

    SOLID

    Clean Code

    Design patterns

  • Math

    Graph Theory

    Linear Algebra

    Calculus

    Algorithmic thinking

  • People skills

    Considerate

    Calm

    Helpful

  • English

    C1 level certificate

    17+ years of experience

Education

Education

  • Computer Science Engineer, M.Sc., Budapest University of Technology and Economics

    Feb, 2024 - Present

  • Imsc Program, B.Sc. - M.Sc. integration, Budapest University of Technology and Economics

    Feb, 2024 - Present

  • Computer Science Engineer, B.Sc., Budapest University of Technology and Economics

    Sep, 2020 - Jan, 2024

    GPA: 5.0

    Software Development on .NET Platform - VIAUAV23

    Flutter-based Software Development - VIAUAV45

    Mobile- and Web-based Software - VIAUAC00

    Deep Learning in Practice with Python - VITMAV45

    Server Side JavaScript - VITMAV42

    Object-Oriented Software Design - VIIIAC00

    System Modeling - VIMIAA00

    Data-driven Systems - VIAUAC01

    Databases - VITMAB00

    Communication - GT43A001

    Conflict Prevention-Management-Mediation-Negotiation - GT439348

Awards

Awards

  • BME VIK Scientific Student Competition (TDK) 1st place , Budapest University of Technology and Economics

    Awarded on: Jan 01, 2023

    My research in the Neural Networks category at the 2023 TDK competition hosted by Budapest University of Technology earned the esteemed 1st place award. The paper titled "Sign Language Translation for Support of Hearing-Impaired Individuals" explores pose approximation techniques, deep learning algorithms, and result refinement using large language models.

  • Artificial Intelligence and Machine Learning University Competition 2nd place , Budapest University of Technology and Economics

    Awarded on: Jan 01, 2023

    In the annual University Machine Learning Competition, I engaged in the task of matching technical paper summaries with their titles, exploring the complexities of Natural Language Processing (NLP) algorithms and semantic comprehension.

  • OKTV National Finalist from applied informatics , Hungarian Education Office

    Awarded on: Jan 01, 2020

Interests

Interests

  • Sports

    HikingCrossFit
  • Photography

    NatureWildlife