Mahyar Khayatkhoei (Koy) B.Sc. Student of Electrical Engineering School of Electrical and Computer Engineering University of Tehran www.mahyarkoy.net [email protected] +98 912 721 3987 RESEARCH INTERESTS Machine Learning Applied RL on real life agents, Human inspired algorithms for machine learning and vice versa Intelligent Systems Big Data analysis and learning, Multi-agent social intelligence, AI real-life applications Mobile Robots Autonomous robots based on AI and RL algorithms EDUCATION School of Electrical and Computer Engineering University of Tehran B.Sc student in Electrical Engineering - Control Systems Tehran, Iran 09/2010 - Present • Voluntary Courses – Machine Learning (M.Sc. course): 16.5/20 – Advanced Programming (C++): 20/20 • Total Passed Credits: 129 • GPA(up to now): 16.23/20 Allameh-Helli Highschool National Organization for Development of Exceptional Talents Diploma in Mathematics and Physics Discipline (GPA: 19.43/20) Tehran, Iran 09/2006 - 06/2010 HONORS & AWARDS International Conference on Robotics and Mechatronics (ICRoM) Acclaimed for Wall Operating Robot (WOR) 2013 University of Tehran Exceptional Talent Entrance Awarded Admission via Exceptional Talents Department 2010 Khwarizmi Robotic Competition 1st place - Autonomous Deminer Robot 2010 Amirkabir University of Technology International Robotic Competition 3rd place - Autonomous Deminer Robot 2010 Iran Open International Robotic Competition 3rd place - Rescue Robot League - Mobility 6th place - Rescue Robot League 2009 2008 LANGUAGE SKILLS Persian Native English TOEFL iBT: 108 (Reading: 30/30, Listening: 30/30, Speaking: 24/30, Writing: 24/30) WORK EXPERIENCE Robotics, Artificial Intelligence and Information Science Institute Researcher Intern 08/2013 - Present 05/2013 - 08/2013 IEEE Student Branch Member Robotic Team 01/2013 - Present 09/2012 - 01/2013 Allameh-Helli Highschool Mechanic Department Laboratory Assistant Head Software Developer for Robots (C/C++ and Assembly) 09/2010 - 08/2011 09/2007 - 09/2010 TEACHING EXPERIENCE Teaching Assistant Training Workshop, University of Tehran Certificate of Training Microprocessors Course Teaching Assistant Prof. Fatemi , ECE Department, University of Tehran Introduction to Computing Systems and Programming Course Teaching Assistant Prof. Moradi , ECE Department, University of Tehran Spring 2014 Spring 2014 Fall 2011 IEEE Student Branch, ECE Department, University of Tehran Teacher of AVR Microcontrollers Course Teacher of AVR Microcontrollers Course Teacher of PCB Design Course Summer 2014 Summer 2013 Summer 2013 Mechatronics Science Association, University of Tehran Teacher of AVR Microcontrollers Course Summer 2012 TECHNICAL SKILLS Programming: • Proficient with C/C++ • Proficient with MATLAB • Familiar with OpenCV (Computer Vision Library) & FLTK (GUI Library) • Familiar with HTML, PHP & JavaScript Hardware: • Proficient with Atmel AVR microcontrollers • Proficient with OrCAD, PSpice, Multisim, Proteus ISIS, ModelSim and Quartus II • Proficient with Altium Designer (PCB Design) • Familiar with PIC microcontrollers, Intel x86 & FPGA Statistics: • Proficient with T-test & Z-test Implementation • Proficient with Statistical Analysis (Using Confidence-Intervals, P-values, etc.) Typesetting: • Proficient with TEX, LATEX, MS Word, MS PowerPoint & MS Excel MAJOR PROJECTS Model Integration for Improving RL Regret (B.Sc. Thesis) Implementing human-like model-free model-based integration on RL Prof. Nili-Ahmadabadi , ECE Department, University of Tehran 03/2014 - Present Vision-based Oscillation Detector A system for precise oscillation detection of a structure on an earthquake test Prof. Moradi , ECE Department, University of Tehran 05/2014 - Present Pole Painting Robot A robot designed to climb and paint long light-poles Prof. Moradi , ECE Department, University of Tehran 06/2013 - 01/2014 Wall Operating Robot (WOR) A robot designed to cleanse, polish and paint high walls Prof. Moradi , ECE Department, University of Tehran 09/2012 - 05/2013 Reverse Pendulum Control Using Fuzzy Digital PID Mechatronics Course Project Prof. Abbasian , ECE Department, University of Tehran 03/2014 - 06/2014 Machine Learning Course Projects (Using MATLAB) Fuzzy Sarsa Implementation on a Continuous State Space Temporal Difference Learning and Use of Eligibility Traces on a Maze Dynamic Programming and Monte-Carlo Implementations on a Maze Big Data Model Fitting Using Experimental Data Analysis of Basic Learning Policies on a Many-armed bandit Prof. Nili-Ahmadabadi , ECE Department, University of Tehran 09/2013 - 02/2014 Dual-joint Manipulator with Wireless Haptic Control Microprocessors Course Project Prof. Fatemi , ECE Department, University of Tehran 02/2012 - 06/2012 Advanced Computing Software Can calculate and plot complex user-defined functions (similar to MATLAB) AP Course Project Prof. Khosravi , ECE Department, University of Tehran 02/2011 - 06/2011 Complex Spreadsheet A spreadsheet software capable of function definition and multi-box updating ICSP Course Project Prof. Moradi , ECE Department, University of Tehran 09/2010 - 02/2011 HOBBIES Film Making Soccer and Mountain Climbing Classical Piano and Guitar REFERENCES Available upon request Links to places and people are attached to their names