I'm AmirHossein Razlighi.

Cumulative GPA: 19.39/20.0 | Major GPA: 19.65/20.0 | Ranked in top 10% among 194 students

GPA: 19.86/20.0

( This job is related to my university CO-OP program )

• First member of the R&D team called Tapsi Lab focused on using computer vision to change user experience in ride-hailing industry.
• Developed the Driver-Arrived AR project from-scratch, which was capable of detecting the position of driver using integration of camera and GPS data.
• Use web-based technologies like Tensorflow.js to run the whole AR experience client-side.
• Made a customized version of ”AR.js” library and developed on top of it for custom rendering and integration of data.
• Communicated with many different teams to build up this entire project, including design, management team, business team, and DevOps team.

• Supervisors: Dr. Florian Shkurit and Dr. Animesh Garg
• Worked on the subject of vision-based robotic manipulation.
• Studied generalized 3d scene encoding and reconstruction using NeRF models.
• Implemented and customized SRT (scene representation transformer) in our pipeline.
• Customized the ARNOLD dataset for retrieving canonical cube views of the robot scene. (LINK)
• Worked on the Google’s PerAct model and its dataset and implemented custom agents to run and evaluate in IsaacSim simulator.
• The pre-print version of the paper and some of the outcomes can be found here

I am continuously learning and seeking new opportunities to gain experience and cooperate with experts. I had the honor of working with great people and learning from them until now and I gained many skills which I hope I can improve them more in the future.

• Computer Vision
• Machine Learning
• PyTorch
• Tensorflow
• Augmented Reality Frameworks
• Research and Development (R&D)

Important Note:

None of the TA positions in my university are paid and/or contract-based. All of my TA experiences are voluntarily.

I continuously seek opportunities to share my knowledge and learn more from interacting with people who are active in the field. One of the best societies to be active and learn from, is undergrad students. I became TA in different roles and different courses to make my knowledge from these courses more complete and learn more and more by designing homeworks and answering questions of students. Some of the most important activities of mine in this area are:

• Teaching Assistant of Adv. 3D Computer Vision (Graduate-level course): I am responsible for designing quizes on the subject of ”Multi-view reconstruction” and ensuring the quality of homework questions on this subject. I am also responsible for teaching a series of lectures on the subject of NeRF and Gaussian Splatting.
  Lecturer: Prof. Shohreh Kasaei
• Teaching Assistant of Modern Information Retrieval (Head of Project): Head of designing projects and managing a team of people focusing on designing course's final project, in 3 phases: Classical IR Methods and Web IR, ML in IR, Deep methods for information retrieval and using LLMs.
  Lecturer: Dr. Mahdieh Soleymani
• Head Teaching Assistant of Machine Learning (Project section): managing a team of 10 people focusing on designing course's final project, focusing on Computer Vision and Natural Language Processing topics. I was also responsible for holding some TA Classes about theoretical and practical topics on ML.
  Lecturer: Dr. Fatemeh Seyed Salehi
• Teaching Assistant of Convex Optimization: responsible for designing questions for Convex functions subject and I was also manager of a team of TAs responsible for designing and grading the homework on Duality subject.
  Lecturer: Dr. Amir Najafi
• Teaching Assistant of Digital Image Processing (Graduate-level course): Designing slides of deep learning in computer vision | Teaching deep-learning sessions | Designing a homework and a quiz on "Image Transformations" | designing a quiz on "Morphological operations"
  Lecturer: Prof. Shohreh Kasaei
• Head Teaching Assistant of Scientific and Technical Presentation Lecturer: Prof. Shohreh Kasaei
• Teaching Assistant of Artificial Intelligence: Designer of Computer Vision project | Lecturer: Dr. Mohammad Hossein Rohban
• Teaching Assistant of Artificial Intelligence: Head Of Designing the course's final project. | Lecturers: Dr. Mohammad Hossein Rohban, Dr. Mahdieh Soleymani
• Teaching Assistant of Fundamentals of Computer Vision: Head of workshops & responsible for designing excersices on 3D Vision | Lecturer: Prof. Shohreh Kasaei
• Teaching Assistant of Database Desgin | Lecturer: Dr. M. Varmazyar
• Teaching Assistant of Linear Algebra (2 semesters): Head of re-designing the whole slides of the course & Responsible for designing a theoretical excersice | Lecturer: Dr. Maryam Ramezani
• Teaching Assistant of Probability and Statistics | Lecturer: Dr. Mahdi Jafari
• Teaching Assistant of Advanced Programming in Java (for 3 semesters): Responsible for holding 3 workshops on OOP & Designing the GUI phase of the project

I also have many voluntarily activities in the different societies and seminars in the Computer Engineering Department. Some of the most important ones are:

• Vice President of Students' Scientific Chapter(SSC)
• Head of Technical Beta Team (at 8th WSS): I started the idea to make an R&D team in WSS. This team (called "Technical Beta") is responsible to design a new chatbot that tries to have conversation with users. In first version, we are trying to train our model on "FAQ" data(from previous years) to help people get their answers A.S.A.P! look at this repo for more information on our work
• Founder of Byte Publication: Link to the Publication
• Enrolled for "RTI" Program (Oxford University)
• A member of "3D Vision" reading group(University of Toronto)