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劉智皓 (Chih-Hao Liu)
AI Research Assistant in NTU | 5G Technical Consulting Assistant in III
Chih-Hao Liu (Steve) recieved his master degree at GIPO, NTU. His research is focusing on computer vision, deep learning, and optical microscopy. He is now working as a part-time Data Structures and Algorithms C++/Python Lecturer and 5G Techniques Analyst. He received his dual degrees in Photonic Science and Chemical Engineering at NCKU.
If you have any questions, feel free to contact me.😉
資策會_財團法人資訊工業策進會
國立臺灣大學 (National Taiwan University)
Taipei, Taiwan
Professional Background
- Current statusUnemployed・Open to opportunities
- ProfessionData Scientist・Machine Learning Engineer・Optical Engineering
- FieldsArtificial Intelligence / Machine Learning・Big Data・Semiconductor
- Work experienceLess than 1 year (Less than 1 year relevant)
- ManagementNone
- Skills
- LanguagesEnglish・ProfessionalFrench・BeginnerChinese・Native or Bilingual
- Highest level of educationMaster
Job search preferences
- Desired job typeFull-time・Interested in working remotely
- Desired positionsSoftware Engineer
- Desired work locationsHong Kong Island, Hong Kong・Singapore・Taipei City, Taiwan・New Taipei City, Taiwan・Hsinchu City, Taiwan 300・Taichung City, Taiwan・Tainan City, Taiwan
- FreelanceNon-freelancer
Work Experience
Technical Consulting Assistant
Taipei City, Taiwan
# Conducted analysis of 5G O-RAN WG technical specifications and protocols and open-source software community projects.
# Performed analysis of O-RAN software, including Near-RT RIC, Non-RT RIC, OAM, SMO, and O-Cloud.
# Conducted analysis of ONAP and OSM open-source software for ETSI MANO Architectures.
# Conducted analysis of OpenAirInterface CU/DU/RU related software
# Conducted source code mapping for RIC.
# Market research for Open RAN and 5G global progress
Programming Lecturer
Taipei City, Taiwan
Teach teenagers about data structures and algorithms, advanced placement, computer science, C++/Python object-oriented programming, web crawler, Line chatbot design, Pygame development.
Graduate Research Assistant
Taipei City, Taiwan
Develop 12 deep learning projects applied to human skin lesion clinical diagnosis. The research field includes skin disease identification, medical image-to-image translation, tissue structure segmentation, explainable AI diagnosis. 1 work has been published.
Programming tutor
New Taipei City, Taiwan
NumPy array computation and image processing.
python game design using pygame module
HTML, CSS, and Javascript web development
Substitute Military Service
Taichung City, Taiwan
4 months SMS in Military Services Division, Civil Affairs Bureau. Assist for administrative related affairs.
Research Assistant
Taipei City, Taiwan
Conducted the non-destructive optical inspection research at the Center for Condensed Matter Science. The research was published at the Taiwan thermoelectric conference and won the NTU CCMS innovation technology award.
Summer Researcher
Taipei City, Taiwan
Full-time intern at NCTS Mathematical Division. The research is focusing on applying scattering transform and machine learning methods on processing the EEG signals.
Pollster (Part-Time)
New Taipei City, Taiwan
Phone surveying for all of the cities and countries in Taiwan.
Research Assistant
Taipei City, Taiwan
Research in Center of Atomic Initiative for New Materials. Focus on ballistic thermal transport and design experiment, assemble optical devices, fix instruments, analysis data
Education
Master of Science (MS)
・
Graduate Institute of Photonics and OptoelectronicsDescription
# CS Courses: Algorithms Design and Analysis, Operating System, Compiler Design, Applied Deep Learning, Data Structures, Database Management.
# EE Courses: Medical Photonics, Silicon Photonics, Integrated Optics, IC Engineering, Optoelectronics, Solid State Lighting, Semiconductor and Display, and Optical Techniques in Diagnosis, Optical Simulation, Optical System Design.
Bachelor of Engineering (BEng)
・
Chemical Engineering (2nd Major)Activities and societies
(1) NCKU Freshman Camp - Speaker
(2) NCKU Career Coach Program - TAIFLEX Group
(3) NCKU Pop Dance Club Winter Presentation- Chorographer
(4) Yunnan Overseas Services Learning Program - Member
Description
ChE Courses: Organic Chemistry, Physical Chemistry, Unit Operations, Process Design, Polymer Science, Thermodynamcis, Chemical Reaction, Instrumental Analysis, Semiconductor Materials
[Side Projects]:
(1) The gas absorption effect on graphene nanoflakes. (Master Level Course in Department of Chemistry)
(2) The Simulation of processing industrial flue gas. (Senior Level Course in Department of Chemical Engineering)
Bachelor of Science (BS)
・
Optical Engineering (1st Major)Activities and societies
(1) Optical Society of America - President of NCKU Student Chapter
(2) Optics and Photonics Taiwan International Conference Student Event - Organizer
(3) Bachelor of Science, Department of Photonics - Graduation Representative
(4) United Microelectronics Corporation (UMC) - Member of Prospective Talent Program
(5) Optoelectronic Technology Camp - Counselor
Description
OE Courses: Optics, Electronics, Electromagnetism, Electric Circuits, Photonics, Quantum Physics, Morden Physics,, Analogy Communication, Nanoengineering, Materials Science, Big Data Analysis
[Side Projects]:
(1) The numerical simulation for MOSFET and MESFET. (Company Corporate Course in Department of Aerospace Engineering)
(2) Analyzing mechanical behavior of human bones using finite element methods. (Master Level Course in Department of Mechanical Engineering)
Bachelor of Engineering (BEng)
・
Civil Engineering (Transferred)Activities and societies
(1) Civil Engineering and Technology Camp - Artistic Design
(2) Taiwan Civil Engineering Volley Ball Competition - best 8
(3) NCKU Freshman Volley Ball Competition - best 4
(4) Civil Engineering and Chinese Literature Freshman Welcome Camp - Counselor
Description
CE Courses: Mechanics of Materials, Numerical Analysis, Statistics, Dynamics, Statics, Fluid Mechanics, Surveying, Fourier Analysis, Linear Algerbra, Differential Equation
Licenses & Certifications
Advanced Technologies of Semiconductor and Display
台灣應用材料 Applied Materials Taiwan
