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Artificial Intelligence Resume Sample

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Location

Poland

Rate

$45 / per hour

Years of experience

About

I am currently working as a research and teaching assistant at the West Pomeranian University of Technology in Szczecin, a role I've held since October 2017. My research primarily focuses on control systems for mobile robots and drones, utilizing advanced technologies such as event cameras, depth cameras, and 3D convolutional neural networks implemented in PyTorch and SpConv. In addition to research, I teach a variety of subjects, including Python programming, artificial intelligence, and data analysis, to both regular and Erasmus students. I have also contributed to research papers and projects on topics like robotic arm pose estimation and vision-based control of robots. From April 2021 to July 2023, I worked as a Machine Learning Engineer at BTC Sp. z o.o., where I was involved in projects related to artificial intelligence in IT management and security. My work included developing face detection and recognition systems using PyTorch and OpenCV, as well as creating server implementations and containerizing applications with Docker. Additionally, I worked on natural language processing tasks such as named-entity recognition and developed machine learning models for process classification using Scikit-learn. Prior to this, I gained experience as a Junior Developer at Profi-Data, where I contributed to the development of web applications using Java EE technology and participated in Scrum-based project work.

Tech Stack

AI, C++, Git, Linux, Matplotlib, MongoDB, NoSQL, OpenCV, PostgreSQL, Python

Experience

Developing and implementing control systems for mobile robots and drones using advanced technologies like event cameras, depth cameras, and 3D convolutional neural networks in PyTorch and SpConv.
Teaching and mentoring students in subjects such as Python programming, artificial intelligence, data processing, and analysis, as well as stochastic optimization for Erasmus students.
Preparation of face detection and recognition systems using PyTorch, OpenCV, FastAPI, and containerization with Docker, including the creation of a NoSQL database using MongoDB.
Working on Named-Entity Recognition tasks for text documents, involving data preparation and training models using the HuggingFace library.
Developing machine learning models for process classification using Scikit-learn, NumPy, and Pandas, including data preprocessing.
Participating in the development of web applications in Java EE technology, utilizing PostgreSQL and Hibernate, and working within a Scrum methodology framework.
Conducting research and publishing papers on topics like robotic arm pose estimation, vision-based control, and other AI-driven robotics applications.

Employment history

Research and Teaching Assistant, West Pomeranian University of Technology October 2017 – Present

Developed control systems for mobile robots using event cameras and advanced neural networks.
Worked on drone detection and control using depth cameras and 3D Sparse Convolutional Networks.
Implemented vision-based control for mobile robots using YOLO, OpenCV, and MQTT server.
Conducted robotic arm pose estimation using Intel RealSense and 3D CNNs in PyTorch and SpConv.
Taught Python programming, discrete mathematics, numerical analysis, and artificial intelligence.
Mentored Erasmus students in stochastic optimization.

Machine Learning Engineer, BTC Sp. z o. o. April 2021 – July 2023

Developed face detection and recognition systems using PyTorch, OpenCV, and FastAPI.
Implemented server-side applications and containerized them using Docker.
Created and managed a NoSQL database using MongoDB.
Worked on Named-Entity Recognition tasks, training models with the HuggingFace library.
Developed a computer process classifier using Scikit-learn, with extensive data preprocessing.

Junior Developer, Profi-Data July 2017 – January 2018

Developed web applications using Java EE technology and PostgreSQL.
Worked with the Hibernate framework for data management.
Participated in Scrum-based project work, contributing to the development process.
Collaborated with team members to design and implement software solutions.

Education history

West Pomeranian University of Technology in Szczecin 2017 – Present PhD Studies in Computer Science and Information Technology

University of Szczecin 2017 - 2021 Bachelor of Science in Mathematics (Major: Coding theory)

West Pomeranian University of Technology in Szczecin 2016 - 2017 Master of Science in Computer Science and Information Technology

West Pomeranian University of Technology in Szczecin 2012 - 2016 Bachelor of Science in Computer Science and Information Technology

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