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1.家庭背景、求學背景
我是林凱瀚，就讀東吳大學已畢業。
說實話選擇這個科系的初衷，並非要從政，也非要入黨，而是透過這個科系，學會獨立思考，不隨波逐流，其中在校期間也參與過學生會及系上或全校大大小小活動，除了學會與人相處之道及怎麼滿足各方的想法和需求，畢竟活動是不可能一個人組織起來的，透過有效的溝通和整合才能得到共贏的結果。
2.學習經歷
• 在校工讀
在校期間也曾經在系上協助行政和有出公差的機會，因為在校期間表現良好，學長及教授釋出工讀的機會，很榮幸能在學校期間，協助教授考卷上的整理和研究資料的討論，除了學會與人相處之外，也有更多機會與比自己更好的人相處及學習。
•校外工讀
佳英文理補習班、拓人個人指導補習班：
2021-2023，同時任職於兩間公司有機會擔任輔導老師及數理老師兼職工作。除了我本身很喜歡教學工作，及自身有能力能幫助學生外，最主要是工作帶給我的成就感，當學生進步時，會讓我感到自我肯定。這兩份工作除了讓我學會如何好好表達，讓學生聽懂，也逐漸有了自己獨特的教學方式，知道學生的程度，如何提升學習成效，以及在學生與家長之間要如何應對如何溝通。
3.工作期許
如今脫離了學生身分，希望自身能在各種工作皆盡善盡美，我熱愛學習各種新知，如有不足也虛心接受。感謝撥冗閱讀我的自傳！

Dynamic Equipment Engineer at Entegris with expertise in PLC programming and a strong foundation in electrical engineering. Successfully introduced 13 new cleaning tools, enhancing operational efficiency. Proven ability to collaborate with vendors and resolve complex equipment issues, leveraging Six Sigma methodologies to drive continuous improvement.

An independent and highly motivated graduate with a master’s degree in international business. Proven ability to work with people from various cultural backgrounds. Hardworking and passionate job seeker with strong organizational skills eager to secure project assistant position. Ready to help team achieve company goals.

Responsible Technician with excellent troubleshooting, customer service and analytics skills coupled with more than 5 years of experience. Highly effective in complying with safety requirements evidenced by zero work loss days.

Experienced in translating technical documents with accuracy, applying domain-specific terminology, linguistic expertise, and project management to ensure clarity and consistency.

Dedicated Teaching Assistant focused on supporting faculty with classroom needs. Successful at maintaining clean and organized supplies, planning activities and leading field trips. Excellent tutor, record keeper and multitasker.

Efficient and dedicated Hardware Engineer with 8+ years of experience in digital ic design, firmware, and system architecture, and 2+ years of experience in deep learning and computer vision. Resourceful professional offering skills in complex problem resolution involving synthesis, testing and root cause.

Manage DRAM Engineering Group PE DFT (Design For Testing) team , leading the team to support yield enhancement , baseline quality maintenance, new coverage development across wafer /component and module level .

Hardworking Football Coach highly effective at building and managing successful programs. Skilled in selecting coaching staff, evaluating players and managing rigorous practice schedules to prepare for challenging games. Over 30 years of experience in playing football and 6 years of experience in coaching organizations.
Inspiring Coach bringing extensive experience guiding and mentoring athletes to reach optimum potential. Passionate about mentoring athletes to build sustainable training.

Chih-Hung Wu received his Ph. D. in the Department of Business Administration from National Taipei University in 2003. He is now a professor in the Department of Digital Content and Technology at National Taichung University. Currently he is working on technologies of Data mining techniques and computational intelligence (CI) such as Support Vector Machines (SVMs) on financial, affective computing in education/learning, and management information topics. He has published many papers in AI, CI, e-learning, and affective computing SSCI/SCI journals.

 Motivated individual with experience in customer service and sales in the NBR foam industry and UL/ISO certified PFD products for over 4 years. Skilled in building customer relationships and understanding customer needs. Strong communication and interpersonal skills for providing superior customer service. To seek and maintain full-time position that offers professional challenges utilizing interpersonal skills, excellent time management and problem-solving skills. 

Utilize object detection models and object tracking algorithms to perform real-time people and traffic flow statistics on camera streams.
Independently design the system pipeline architecture.
Started using Deepstream and employed C and C++ as development languages to maximize hardware performance and maximize recognition speed on edge devices.
Real-time object intrusion detection:
Set up and maintain an CVAT image annotation platform, transitioning the company from standalone annotation software to an online collaborative platform that allows multiple users to work together on annotations.
Developed a CVAT plugin for reading Darknet weights, enabling model-assisted annotation and significantly accelerating the efficiency of student workers' annotations.
Wrote Python, Bash shell scripts, and Docker files to standardize and automate the company's Darknet training process as much as possible.
Real-time people and traffic flow calculation:
Utilize AI to detect object intrusion in camera image streams and send alerts to the ELK system.
Employ deep learning models for object detection and design AI image detection systems.
Designed a modular system to maintain system flexibility and incorporated multi-threading (multiprocessing) to meet varying throughput requirements.
Lung nodule detection project:

Responsible for the company's AI medical imaging recognition - lung CT scan nodule detection Proof of Concept (POC) project, optimizing the Deep Learning Pipeline to locate suspicious nodules in lung images.
Performed data cleaning starting from raw CT files and doctor annotations, then proceeded to train models by preprocessing and feeding images into the model, using TensorBoard to monitor training progress.
Previous work experience:
In past work experiences, I designed objects using the Strategy pattern, creating a common interface for objects but with different implementations.
Introduced the Observer pattern to establish a signal messaging mechanism between objects.
Introduced the State machine to define different behaviors for objects in different states.
By incorporating design patterns, the project achieved significant decoupling and vastly improved scalability.
Skills:

Nvidia Deepstream development.
Proficient in Python, C++.
Used Yolo object detection models and trained Yolo models using Darknet.
Utilized Fastapi to wrap computational models into WebAPIs for general user use.
Ubuntu development environment.
Use Docker and Docker Compose for service deployment.
Used git and GitLab for version control.
Use Shell Script for handling repetitive tasks.

Detail-oriented, organized and meticulous employee. Works at fast pace to meet tight deadlines. Enthusiastic team player ready to contribute to company success.
Creative Graphic Designer with talent for developing unique custom artwork. Innovative approach to ideas and concept development. Offering 3 years of expertise overseeing individual projects and brand development.

A non-US international medical graduate with the ECFMG certificate, 2-month US clinical experience in 2018, and academic publication

I have been a mutagenicity lab supervisor and a reviewer of toxicology studies for 13 years. I'm a certified vet and an OECD GLP inspector in Taiwan. I'm familiar with animal studies, i.e., study design, performance quality, and scientific and regulatory requirements. And I can interpret mechanistic studies as well. I am easygoing, can cooperate with people well, and can accomplish tasks independently.

Research Interests:
Materials Science
Polymer Nanocomposites
Graphene-based Nanocomposites
Organic-Inorganic Hybrid Materials
Materials of Optoelectronics
Metal-Organic Frameworks
2D Materials

Organized and dependable candidate successful at managing multiple priorities with a positive attitude. Willingness to take on added responsibilities to meet team goals.

Interested in acupuncture treatment and wound care since college. Hard-working as a Chinese medical doctor and continue learning wound healing model. Had plenty of successful clinical cases, tried to prove its validity in the lab and devoted to help patients with chronic wounds.

As an experienced AI researcher and software developer, I am adept at working on a wide range of technologies including AI, big data, web development, and network management. With an MS in Information Engineering from the National Taiwan University of Science and Technology, my professional experience has included working at two prestigious research institutions and contributing to academic conferences with my publications.

Multi-tasking Manager well-known for creating positive workplace culture and high-performing teams. Demonstrated [Product or Service] expertise, including competitive offerings, pricing and market positioning.

Hi, my name is Hansen Huang, I studied mechanical engineering at National Taipei University after graduating from high school. I signed up for a project which was about summer work & travel program at USA. I picked up Six Flags amusement park , Illinois and began to work there for 12 weeks, it was only then did I found my passion on language
and interacting with others. After returning to Taiwan, I found that mechanical engineering was not actually what I imagine before, so I decided to take a transfer test and transferred to Tamkang University ELC (English Language and Culture). I also took TOEIC test and scored 820.
I also joined the exchange program with other countries' universities handled by Tamkang when I was at third grade. I chose Brandon university at Canada as my exchanged school and began to study there for a whole year. After this whole year at Brandon communicating with students from all over the world, I found how much differences there are between the education of Taiwan and Foreign countries, which makes me started to think about the meaning and necessity of continuing my college degree. After finishing my degree at Brandon, I discussed with my family about my opinions, and found it surprisingly that they all agree to me. That is why I decided to drop out at fourth grade. My plan was to finish my military service before I found my job, I will be glad to take an in-service master's program starting from September 2022 to complete my mater degree.
I finished my military service at the end of 2017 and was desired searching for a job which I’m interested in. However, due to the limitation epidemic, I was forced to leave my former job, and was looking for a job that my skillscan be used.
I have faith on my English skills and have great enthusiasm against international business and translation. I also have a complete understanding of translation businesses and have certifications for professional translation software (Trados, memo Q). I am glad to embrace new knowledge and have faith to learn whatever I need to handle it immediately. So if you’re looking for someone like me, I will be glad to take the chance to prove myself.

Dedicated Office Assistant with years of clerical experience in busy office environments achieving administrative effectiveness.

Focused Translator with developed understanding of Japanese language and culture. Skilled in accurately translating written documents for personal and business use.
Dedicated to maintaining original voice and intent with optimal word choice. Attentive to details in original documents and thorough in proofreading finished work.

Recognized for honest work ethic and team player attitude. Hardworking and responsible job seeker with strong organizational skills eager to secure this position. Ready to help team achieve company goals.

I used to work in the education field for four years. It makes me have excellent oral and written skills in both Mandarin and English.
This allowed me to get hands-on experience about how to arrange the schedule and take meeting minutes in English. Sending mails and coordinating with coworkers.
I look forward to having an interview from you, thank you!

Talented Manager with expert team leadership, planning and organizational skills built during successful career. Smoothly equip employees to independently handle daily functions and meet customer needs. Diligent trainer and mentor with exceptional management abilities and results-driven approach.

I have been working in the technical writing field (incl. hardware & software documentation) for more than 20 years. Plus, I have extensive work experience in UX writing & UI flow design (wireframe), translation, content management & marketing support.

Proactive Business Analyst with 7+ years and Lead of BA team with 2+ years business analysis experience in main stream E-Commerce companies. Communicative and collaborative with proven history of improving business operations to support business growth and innovation. Keen support business development by leveraging intelligence assets to predict and reveal optimal business strategies.

Results-driven Product and Quality Leader with over 18 years of experience delivering impactful software solutions in IT, finance, and government sectors. Skilled in bridging technical and business requirements, leading cross-functional teams, and overseeing product development from inception to implementation. Proficient in Agile/Scrum methodologies, stakeholder engagement, requirement analysis, and managing the entire product life cycle with precision.

Experienced mechanical engineering professional prepared for this role. Strong focus on team collaboration and achieving results. Skilled in CAD software, project management, and problem-solving. Known for adaptability and reliability in changing environments.

I graduated from the Graduate Institute of Communication Engineering at National Chung Hsing University, focusing primarily on image-related research. I participated in the cow action detection project. My expertise includes artificial intelligence, and action detection.

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