As an easy-going, playful, and versatile individual, I thrive on making a positive impact in the world. I firmly believe that everyone has the power to make a difference. My core values center around kindness and generosity. By treating people with compassion, we create an environment where greatness can truly flourish.I began programming as a hobby since Commodore 64 and DOS. As a career I have been working with imaging systems and computer vision for over a decade. I self-trained machine learning since TensorFlow 1.0. In recent years I shifted my focus to the team and social dynamics.My medical background including complete 2 years internship in hospital makes me especially useful in development of medical products or projects.I also had a wide variety of skill sets and experiences and is best suited for pilot projects that work with limited resources on problems without obvious solutions. I initiated some self-motivated software side projects with topics ranging from music to language to history to geography.I planned and led some difficult multi-days expeditions in Taiwan's most isolated mountainous areas to visit lost historical trails and ruins. Such activities requires leadership and the ability to organize teams and make plans involving resource and risk management.
4 Seasons Association Of River Tracking
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Pathfinder4 Seasons Association Of River TrackingTaiwan
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Technical LeadAetherai 雲象科技 Jun 2023 - Sep 2024TaiwanAs a Tech Lead, my role extends beyond the technical management of software development to fostering a positive work culture. My independent initiatives in analyzing and addressing organizational challenges have been instrumental in promoting a collaborative environment. Through active listening and engaging with my colleagues, I've earned their trust and contributed to a workplace that values transparency and open communication. I am outspoken and received the second-highest number of votes in the employee representative election. While my management improvement plans were not officially implemented, they have been well-received by peers, reflecting my dedication to continuous improvement and team empowerment. -
Computer Vision EngineerAetherai 雲象科技 Apr 2020 - Mar 2024Participated in design and implementation of a high-precision motorized microscope featuring autofocus and automatic ROI selection.Participated in development and regulatory affairs of an automatic bone marrow cell differential counting software. -
Project Lead DeveloperFunpodium Jul 2018 - Dec 2019Led the data team of 4 to design and build a NLP-based content recommendation system from scratch for a sports news service. The system utilizes distributed cloud computing to collect and process sports news and user actions efficiently. It features an entity embedding model to find related sports entities, users, and contents. A special composite model is designed with a large and comprehensive part and a small and fast-updating part to make sure the recommendation is up to date and responsive. -
Computer Vision Algorithm EngineerArobot Innovation Co. Ltd. Feb 2018 - Jul 2018Impemented face recognition for a companion robot product. FaceNet is finetuned with data augmentation to address angle and lighting issues of the pre-trained model. A proprietary tracking model is designed and implemented from scratch to achive 30 FPS with limited computing power and battery life of the robot.Proposed the low-cost phonetic distance and prebuilt dictionary approach to fix ASR issues of similar pronunciations.
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Software EngineerWe Lead Biotech Co., Ltd. Aug 2016 - Feb 2018Taipei, Taipei City, TaiwanImplemented the full text search from scratch using Python and PHP for a medical news website with 3M+ tokens featuring fuzzy search that finds nearest words with typos in user inputs and is capable of phonetic match for Chinese. The API is optimized to respond within 2 seconds on a mid-end consumer PC without parallel computing. The database schema is specifically designed with extra fields to store keywords backwardly and common variations to speed up the query.Although not titled as a lead, I introduced version control and Git workflow, test-driven development, RESTful API, load balance and failover to the company.
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Software EngineerGenius Vision Inc. Apr 2007 - Apr 2016Taipei, Taipei City, TaiwanIn a early startup, I engaged in all facets of tech company operations, from office layout and supply chain analysis to business growth, hiring, UX research and UI design. I was part of a two-person engineering team that employed pair programming to create a distributed and scalable, high-performance NVR (network video recording) system with motion detection and object tracking. Our unique network and storage design supports extensive, uninterrupted data throughput. We encountered instances where a network or RAID card crashes due to the massive data before our software has any issue. The software is so stable that in some sites it operates continuosly for more than a year. -
InternChina Medical University Hospital Sep 2002 - Sep 2004Taichung City, Taiwan
Li Lin Education Details
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Medicine
Frequently Asked Questions about Li Lin
What company does Li Lin work for?
Li Lin works for 4 Seasons Association Of River Tracking
What is Li Lin's role at the current company?
Li Lin's current role is Pathfinder.
What schools did Li Lin attend?
Li Lin attended China Medical University (Tw).
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