Unity3D
Dr. FARBOD NOSRAT NEZAMI
Research Assistant
Osnabrück
Summary
Innovative researcher and technology specialist with expertise in human-computer interaction, AI, XR technologies, neuromorphic, and cognitive science. Skilled in software development, machine learning, VR/AR applications, and human-machine interaction research. Passionate about applying cognitive science and AI to address real-world industry challenges.
Overview
13
13
years of professional experience
12
12
years of post-secondary education
4
4
Languages
Work History
Independent Consultant
Osnabrück University
02.2021 - Current
- Collaborated and led communication with 3 companies on HCI, Cognition and VR related researches.
- Led the development of long-term research plans and helped them apply for one million euro grant.
Postdoctoral Researcher
Osnabrück University
12.2021 - Current
- Took full initiative of my own project, developed project idea, led coordination, managed budget. Secured 800k euros of governmental funding for a neuromorphic project for 3 years.
- Developed neuro-modeling and spiking neural networks for cognitive computing applications
- Designed time-series processing algorithms for neuromorphic computing applications.
- Presented research findings at 5 international conferences, fostering knowledge exchange among peers.
- Contributed to high-impact publications by collaborating with fellow researchers and providing critical input.
- Leveraged interpersonal and communication skills to mentor 25 graduate and undergraduate students.
Research Assistant
Osnabrück University
09.2018 - 12.2021
- Project Westdrive: Designed and developed entire VR experiment using C# and Unity3D. Designed and deployed the complex Hardware setup for the entire experiment, ensured the system ran independently for six months.
- Managed data collection from 25,000 participants, forming the largest behavioral dataset in its kind.
- Led data analysis and statistical evaluation of results from Westdrive and other projects, critical for data science applications.
- Project LoopAR: Led and mentored a team of 9, implementing Agile and Scrum methodologies for efficient project management.
- Led research on human-machine interaction and trust in AI using VR-based simulations.
- Managed and optimized hardware/software infrastructure for a state-of-the-art VR lab.
- Designed and offered 10 undergraduate and graduate courses on Game development, VR, C# and Unity3D.
- Organized research materials, maintaining a well-ordered workspace conducive to productivity.
- Monitored project timelines, ensuring timely completion of tasks while maintaining high-quality output.
- Synthesized complex information into clear summaries to make findings accessible to diverse audiences.
- Analyzed complex data sets to uncover critical insights, driving direction of research projects.
Software & Embedded Systems Developer
Paya Communication Industries
01.2012 - 10.2014
- Developed Linux drivers for E1/T1 PCI express cards to optimize telecommunication hardware.
- Implemented VoIP systems with ITC V5.2 protocol stack for scalable enterprise communication.
- Designed a custom ticketing system using C# and ASP.Net for network management and troubleshooting of the support team.
- Configured and maintained the hosting, servers and the MS SQL database necessary for the ticketing system.
- Configured Asterisk based VoIP systems and created a technical guide for setting up clients' VoIP systems.
Education
Ph.D. - Cognitive Science
Osnabrück University
Osnabrück, Germany 10.2018 - 08.2022
Master of Science - Cognitive Science
Osnabrück University
Osnabrück, Germany 10.2015 - 07.2018
B.S. - Electrical & Computer Engineering
Isfahan University of Technology
Isfahan, Iran 10.2008 - 02.2014
Skills
Python
C development skills
C# programming
Java programming
JavaScript and Node JS
SQL database knowledge
Bash scripting
Neural networks (CNN, RNN, Spiking NN)
Reinforcement learning
Machine learning (Scikit-Learn ,TensorFlow, Keras)
Statistical analysis & data visualization (Numpy, SciPy, Seaborn, Matplotlib)
Virtual & augmented reality (XR)
Unity game design
UX research
Cognitive load measurement
Web development
- OpenCV
- PyTorch
Embedded systems
- Microcontrollers
Neuromorphic computing
Agile & Scrum
Risk management
Team leadership
Research papers
Implementation of latest findings
Teamwork and collaboration
Calm under pressure
Supervision and leadership
Excellent communication
Projects And Industry Applications
- Trust in AI & Autonomous Systems: Led a large-scale virtual reality study on human trust in AI-driven vehicles with over 25,000 participants in Germany.
- Neuro-inspired Computing for AI: Developed and tested dendritic computation models for neuromorphic processors.
- Project Westdrive: Designed and implemented Westdrive, including software architecture and hardware setup, ensuring the system operated independently in a real-world exhibition environment.
- Data Science & Analysis: Conducted extensive statistical analysis and data visualization using Python (Scikit-learn, NumPy, SciPy, Seaborn) on large-scale behavioral datasets.
- Smart Human-Robot Interaction Models: Designed brain-inspired interfaces to enhance human-computer interaction.
- Open-source VR Tools for Research & Industry: Developed Westdrive LoopAR, a VR platform for studying driver behavior in simulated environments, while leading a team of 9 developers.
Certifications And Awards
- Hans Mühlenhoff Nachwuchspreis Nominee (Best Academic Teaching, 2022 & 2020)
- VR Hackathon Winner (Amsterdam & Hannover, 2017)
- Certified AI & Machine Learning Specialist (Coursera, 2023)
Publications And Talks
- 14+ peer-reviewed publications in AI, HCI, and neuroinformatics
- Invited speaker at international conferences on VR, AI, and cognitive science
- Workshops & Training: Conducted VR and AI workshops for professionals and researchers
Key Skills And Technologies
- Programming: Python, C++, C#, Java, JavaScript, R, Verilog, MATLAB, Julia, SQL, Shell scripting
- Machine Learning & AI: Neural Networks (CNN, RNN, Spiking NN), Reinforcement Learning, Neuroinformatics, TensorFlow, Keras, Scikit-learn
- Data Science & Analysis: Statistical Analysis, Data Visualization (Seaborn, Matplotlib), Numpy, SciPy
- Immersive Technologies: Virtual Reality (VR), Augmented Reality (AR), Unity, Unreal Engine
- Human-Computer Interaction: Eye Tracking, UX Research, Cognitive Load Measurement, Trust in AI
- Software Development: Backend & Frontend, API Development, OpenCV, TensorFlow, PyTorch
- Hardware & Electronics: FPGA, Embedded Systems, Microcontrollers, Neuromorphic Computing
- Project Management & Leadership: Agile, Scrum, Risk Management, Team Leadership, Resource Allocation
- Technical & Scientific Writing: Research Papers, Reports, Industry Documentation, Implementation of Latest Findings
Accomplishments
- Second winner in benchmarking category in world 3rd largest LLM hackathon orginized by Berkley University. OpenAI, Google, and other major LLM companies.
- 3 time winner of various VR development Hackathon events.
- twice nominated for best teaching award.
- supervised two award winning thesis works in VR development and Machine learning.
- Certificate in basics of TCP/IP
- Certificate of foundation of cryptography
Software
Anaconda and Juyter-notebook
VS Code
Filmora
Linux and Mac OS
Google Collab, Cloud and Firebase
Docker
Xcode
MS Office
Hobbies
Table Top, board and computer games, anime, bouldering, biking, traveling
Timeline
Postdoctoral Researcher
Osnabrück University
12.2021 - Current
Independent Consultant
Osnabrück University
02.2021 - Current
Ph.D. - Cognitive Science
Osnabrück University
10.2018 - 08.2022
Research Assistant
Osnabrück University
09.2018 - 12.2021
Master of Science - Cognitive Science
Osnabrück University
10.2015 - 07.2018
Software & Embedded Systems Developer
Paya Communication Industries
01.2012 - 10.2014
B.S. - Electrical & Computer Engineering
Isfahan University of Technology
10.2008 - 02.2014
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