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4-6 years
6-10 years
10-15 years
More than 15 years
Head of Risk Management and Compliance @Azania Bank Limited Head Office, Dar es Salaam Tanzania2015 ~ 2018
・
Chief Executive Officer
More than one year
reviewing, assessing, measuring, approving and monitoring risks. Achievements Negotiated successfully reduction of rent 40% reduction for Msimbazi branch in Ecobank Azania Bank Limited Head Office, Dar es Salaam Tanzania, Head of Risk Management and Compliance, Dec 2015 ~ Mar 2018 Successfully developed modules, trained and rolled out Risk and Controls self-assessments RCSAs for operational risk Established Control gaps assessments and closure processes Identified and trained Risk Champions on Operational Risk and methodologies used in managing Operational risk. Performed a critical review on banks credit portfolio and identified causes of defaults, developed training manuals from results of the review
Full-time / Interested in working remotely
More than 15 years
Mzumbe University
・
Master of Business Administration M.B.A.
Full-stack Developer
More than one year
Agile Freelance Web Developer JANJULHelped a French client in the creation of a mobile app to learn Chinese. 2. Worked with some US clients for ongoing website support and debugging. 3. Was part of a team involved in the creation of a web app for teachers' self-assessments. A full platform for teachers to assess themselves and reviews their professional development against the Australian Teacher Standards. (Australian client) Keywords: PHP, Angular, Javascript, Ionic Maker - MUSILLACreated a social music trivia game where people could play together online with their personal music library and discover new
Full-time / Remote Only
4-6 years
University Institute of Technology of Metz
・
Computer Science
Past
RURAL SELF EMPLOYMENT TRAINING INSTITUTE FACULTY @J&K Bank2021 ~ Present
・
Teacher of English
Within two months
SANGRAM SINGH Student-focused educational professional with 13 years of demonstrated experience in helping students to learn and achieve academic success . Strong teaching skills combined with excellent knowledge of subject content and a solid understanding of connecting core content to real-world applications. Poonch J&KEmail: [email protected] Work Experience RURAL SELF EMPLOYMENT TRAINING INSTITUTE FACULTY • J&K Bank AugustPresent Providing post Training escort services including follow up meets/visits. . Preparation of business plans/project report to RSETI trained entrepreneurs, . Providing counseling, credit linkage, marketing linkage, etc., to the
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
Maulana Azad National Urdu University, Hyderabad
・
ENGLISH
Custodial/Hospitality @StaffEz2023 ~ Present
・
Data Entry or Customer Services
Within one month
Deborah Hopper Driven and Competitive Driven professional seeking to use acquired knowledge and experience to fill a position in the Henderson or Jackson TN area. Team player with exceptional communication skills and customer service skills and a highly competitive approach to improve overall efficiency. Henderson, TN 38340, USA Work Experience MarchPresent Manager HotShots Grill *Responsible for scheduling and providing excellent customer service. *Open and close the facility. *Payroll entry FebruaryMarch 2023 Child Care Provider Self Employed *Home-based child care center/provider *Responsible for providing a safe, clean and healthy environment for children. *Responsible
Employed
・
Ready to interview
Full-time / Remote Only
6-10 years
Devry University
・
Health Information Management
Past
Product Manager @Neousys Technology 宸曜科技2018 ~ 2023
・
後端工程師
Within one month
HUAN-CHIN CHEN Product Manager Taipei, Taiwan Huan-Chin Chen is a product manager at Neousys Technology Inc. She is currently focusing on automation and AI computing domain. Formerly, Huan-Chin held a bachelor’s degree major in Electrical Engineering awarded by National Taiwan University inBesides her major, she has also self-learning much knowledge related to computer science like C++ Language, Data Structure, and Full Stack Development, which have prepared her for technical skills both in hardware and software domains. The time during her college years has led Huan-Chin to creative thinking, problem
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學（National Taiwan University）
・
Electrical Engineering 電機工程學系
Training Leader @Google Operations Center2020 ~ Present
・
Training & Development / Learning & development / Training Specialist
Within one month
faceted Delivery: Implemented diverse training approaches (ILT, self-paced, etc.) to cater to varied learning needs and preferences for the Learning academies (PGM, Marketing, etc.) Impactful Design & Evaluation: Utilized ADDIE and Kirkpatrick models to ensure comprehensive content design, measure ROI, and improve learning outcomes across both ILT and self-paced formats Engaging Innovation: Employed innovative techniques and interactive elements to enhance retention, create immersive learning experiences, and foster deeper understanding (Dale's cone) Talent Development Revolutionized Talent Management: Developed and implemented an organization-wide skills matrix, standardizing assessments and facilitating seamless internal job transitions for over 600 employees
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
Indira Gandhi National Open University
・
Counseling Psychology
Senior Inspection Engineer @OQ82023 ~ Present
・
Asset Integrity Engineer
Within one month
Hard-working: Done with energy, industrious, creative. Work Experience Senior Inspection Engineer • Duqm Refinery and Petrochemical Industries Company AprilPresent Generate AIMS for Hydro Processing Unit. Develop long term plan for ensuring integrity of static equipment and piping system. By develop and review Corrosion Loop, Damage mechanism, RBI assessment for the AIMS programs. Lead and facilitate Risk-Based Inspection (RBI) assessments for critical assets and equipment. Ensuring all inspection and integrity assurance activities of all static equipment, piping, define corrosion rate, calculate remaining life based on the corrosion rate. Review inspection reports, findings, and recommendations
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
Hanoi University or Mining and Geology
・
Petroleum Engineering
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
長榮大學 Chang Jung Christian University
・
翻譯學系Principal Engineer @Qisda corporation2023 ~ Present
・
Senior Mechanical Engineer
Within three months
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Sun Yat-sen University
・
Mechanical and Electro-Mechanical EngineeringRisk Management Specialist @CÔNG TY TÀI CHÍNH CỔ PHẦN TÍN VIỆT ( VIETCREDIT)2022 ~ Present
・
Experienced Non - Manager
Within one month
Full-time / Interested in working remotely
6-10 years
University of Finance
・
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Machine Learning Engineer, Data Scientist, Software Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data, Software
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
Languages
English
・
Intermediate
Job search preferences
Positions
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
Educations
School
國立政治大學（National Chengchi University）
Major
資訊科學系
宋浩茹 Hao-Ru Sung
0912208677 | [email protected] | LinkedIn｜ GitHub
As a Research Assistant at Academia Sinica, specializing in Generative AI research and application.
With 3+ years of experience in NLP and Machine Learning , along with 4+ years in Backend Development.
Proficient at translating complex theories into practical applications.
Skills
Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js
Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK, GCP, Linux, SQL / NoSQ, Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot, Azure Bot Service, Tableau
ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT
Research and Work Experience
Research Assistant Oct 2023 - Present
Institute of Information Science, Academia Sinica, Taiwan
Natural Language and Knowledge Processing Lab (NLP Lab)
- National Taiwan University Hospital (NTUH): Focused on exploring the generality and expertise of LLMs (e.g., LLaMA2, Zephyr.) in medical Q&A applications, improving model performance by 2.01%.
- Efficiency Optimization: Utilized Low-Rank Adaptation (LoRA) for training LLM, reducing parameter training volume to 2%, decreasing memory usage by 70%, and increasing training speed by 25%.
- Architecture Optimization: Used Direct Preference Optimization (DPO) to optimize Reinforcement Learning, improving model efficiency and decision quality. [ GitHub ]
Graduate Research Assistant Oct 2021 - Oct 2023
Institute of Information Science, Academia Sinica, Taiwan
Natural Language and Knowledge Processing Lab (NLP Lab)
- Publication: Published in ACM CIKM 2023.
- Performance has improved by 18.8% compared to traditional methods in the past and surpassed SOTA LLMs by 39.6%, e.g., GPT3.5-Turbo, LLaMA, and Vicuna.
- Fine-tuned LLaMA based models (Alpaca, Vicuna) with LoRA and Adapter.
- Dataset Release: Open-source text update dataset (STKU Dataset).
TA - Natural Language Processing with Deep Learning Course Feb 2023 - Jul 2023
National Chengchi University , Dept. of Computer Science
- Student Count in Class: Served as a Teaching Assistant for NLP, catering to 90 students.
- Provided individualized guidance to students, aiding them in completing coursework and research projects, and offering assessments and feedback to ensure effective learning outcomes.
Software Engineer (Founding member) Sep 2019 - June 2020
DATODING (Start-Up) 《 Microsoft Startup Program - Initial Selection Passed 》
- Chatbot Development & Full-Stack Development : Executed real-time messaging and multimedia functions using SignalR and WebSocket. Used MongoDB and Redis for message and stream file storage.
- CI/CD: Executed CI/CD processes using Jenkins.
- Testing : Unit test, Integration testing, and Selenium test.
Software Engineering Intern Jul 2018 - Sep 2018
Kingston Technology
- AI - SSD Quality Detection System: Trained image recognition models for AOI equipment and manual defect detection, and developed a system for continuous optimization and automation of the models.
- Chatbot Development: Integrated the detection model into a chatbot to enable remote operation and monitoring, enhancing the flexibility and convenience of the service.
- Technical Training: Instructed team on Power BI for data analysis and visualization.
Education
National Chengchi University (NCCU) Sep 2021 - Sep 2023
Departmant of Computer Science, Master's Degree
- GPA: 4.04 / 4.30
- Advised by Tsai-Yen Li and Hen-Hsen Huang.
- Essay: Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models.
- Honor: Received the Academia Sinica Graduate Scholarship.
Publication
Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models
Hao-Ru Sung , Ying-Jhe Tang , Yu-Chung Cheng, Pai-Lin Chen, Tsai-Yen Li and Hen-Hsen Huang
In Proceedings of the 32th ACM International Conference on Information and Knowledge
Management (CIKM'23). October 2023 , Birmingham, UK . (Oral Presentation)
Projects
Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models
Focused on updating knowledge summaries of real-time news events to enhance article accuracy. Achieved an 18.8% performance improvement over traditional methods and surpassed SOTA LLMs , e.g., ChatGPT, Llama, and Vicuna. [ GitHub ]
Award: Published at the International Conference ACM CIKM 2023.2021 AI CUP Competition on Traditional Chinese Scene Text Recognition - Advanced Contest :
Text Spotting and Recognition in Complex Streetscapes.
Developed a Two-Stage Model that, through innovative OCR techniques and data augmentation, achieved a 3.74% increase in accuracy. [ GitHub ]
Award: Received Top 25% Award. [ Show credential ]- AI Image Recognition - SSD Quality Detection System
The project aims to enhance product inspection and reduce reinspection personnel by training an object detection model with labeled SSD images from Kingston's production line, optimizing it through a web interface, and integrating it into Azure Bot Service for real-time interaction. - Identify Personality From Dynamic Facial Expressions
The study explores dynamic expressions link to personality traits, employing the IPIP-NEO and recorded Q&A sessions for data, then employing K-means and Markov Model for analysis.More accurately predicts personality traits than ordinary friends. [ GitHub ]
Award: First place in university project research competition.
Patents
Gold Medal - Tokyo Innovation Genius International Invention
This product offers a composite cutting board designed to efficiently drain liquid, preventing surface accumulation, while also providing storage and knife positioning.
Taiwan Patent Certificate No. M526355. [ See patent ]
Self-learning Certificates
- Machine Learning Operations (MLOps): Getting Started - Coursera
- Machine Learning Specialization - Deeplearning.AI (In progress)
宋浩茹 Hao-Ru Sung
0912208677 | [email protected] | LinkedIn｜ GitHub
As a Research Assistant at Academia Sinica, specializing in Generative AI research and application.
With 3+ years of experience in NLP and Machine Learning , along with 4+ years in Backend Development.
Proficient at translating complex theories into practical applications.
Skills
Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js
Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK, GCP, Linux, SQL / NoSQ, Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot, Azure Bot Service, Tableau
ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT
Research and Work Experience
Research Assistant Oct 2023 - Present
Institute of Information Science, Academia Sinica, Taiwan
Natural Language and Knowledge Processing Lab (NLP Lab)
- National Taiwan University Hospital (NTUH): Focused on exploring the generality and expertise of LLMs (e.g., LLaMA2, Zephyr.) in medical Q&A applications, improving model performance by 2.01%.
- Efficiency Optimization: Utilized Low-Rank Adaptation (LoRA) for training LLM, reducing parameter training volume to 2%, decreasing memory usage by 70%, and increasing training speed by 25%.
- Architecture Optimization: Used Direct Preference Optimization (DPO) to optimize Reinforcement Learning, improving model efficiency and decision quality. [ GitHub ]
Graduate Research Assistant Oct 2021 - Oct 2023
Institute of Information Science, Academia Sinica, Taiwan
Natural Language and Knowledge Processing Lab (NLP Lab)
- Publication: Published in ACM CIKM 2023.
- Performance has improved by 18.8% compared to traditional methods in the past and surpassed SOTA LLMs by 39.6%, e.g., GPT3.5-Turbo, LLaMA, and Vicuna.
- Fine-tuned LLaMA based models (Alpaca, Vicuna) with LoRA and Adapter.
- Dataset Release: Open-source text update dataset (STKU Dataset).
TA - Natural Language Processing with Deep Learning Course Feb 2023 - Jul 2023
National Chengchi University , Dept. of Computer Science
- Student Count in Class: Served as a Teaching Assistant for NLP, catering to 90 students.
- Provided individualized guidance to students, aiding them in completing coursework and research projects, and offering assessments and feedback to ensure effective learning outcomes.
Software Engineer (Founding member) Sep 2019 - June 2020
DATODING (Start-Up) 《 Microsoft Startup Program - Initial Selection Passed 》
- Chatbot Development & Full-Stack Development : Executed real-time messaging and multimedia functions using SignalR and WebSocket. Used MongoDB and Redis for message and stream file storage.
- CI/CD: Executed CI/CD processes using Jenkins.
- Testing : Unit test, Integration testing, and Selenium test.
Software Engineering Intern Jul 2018 - Sep 2018
Kingston Technology
- AI - SSD Quality Detection System: Trained image recognition models for AOI equipment and manual defect detection, and developed a system for continuous optimization and automation of the models.
- Chatbot Development: Integrated the detection model into a chatbot to enable remote operation and monitoring, enhancing the flexibility and convenience of the service.
- Technical Training: Instructed team on Power BI for data analysis and visualization.
Education
National Chengchi University (NCCU) Sep 2021 - Sep 2023
Departmant of Computer Science, Master's Degree
- GPA: 4.04 / 4.30
- Advised by Tsai-Yen Li and Hen-Hsen Huang.
- Essay: Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models.
- Honor: Received the Academia Sinica Graduate Scholarship.
Publication
Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models
Hao-Ru Sung , Ying-Jhe Tang , Yu-Chung Cheng, Pai-Lin Chen, Tsai-Yen Li and Hen-Hsen Huang
In Proceedings of the 32th ACM International Conference on Information and Knowledge
Management (CIKM'23). October 2023 , Birmingham, UK . (Oral Presentation)
Projects
Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models
Focused on updating knowledge summaries of real-time news events to enhance article accuracy. Achieved an 18.8% performance improvement over traditional methods and surpassed SOTA LLMs , e.g., ChatGPT, Llama, and Vicuna. [ GitHub ]
Award: Published at the International Conference ACM CIKM 2023.2021 AI CUP Competition on Traditional Chinese Scene Text Recognition - Advanced Contest :
Text Spotting and Recognition in Complex Streetscapes.
Developed a Two-Stage Model that, through innovative OCR techniques and data augmentation, achieved a 3.74% increase in accuracy. [ GitHub ]
Award: Received Top 25% Award. [ Show credential ]- AI Image Recognition - SSD Quality Detection System
The project aims to enhance product inspection and reduce reinspection personnel by training an object detection model with labeled SSD images from Kingston's production line, optimizing it through a web interface, and integrating it into Azure Bot Service for real-time interaction. - Identify Personality From Dynamic Facial Expressions
The study explores dynamic expressions link to personality traits, employing the IPIP-NEO and recorded Q&A sessions for data, then employing K-means and Markov Model for analysis.More accurately predicts personality traits than ordinary friends. [ GitHub ]
Award: First place in university project research competition.
Patents
Gold Medal - Tokyo Innovation Genius International Invention
This product offers a composite cutting board designed to efficiently drain liquid, preventing surface accumulation, while also providing storage and knife positioning.
Taiwan Patent Certificate No. M526355. [ See patent ]
Self-learning Certificates
- Machine Learning Operations (MLOps): Getting Started - Coursera
- Machine Learning Specialization - Deeplearning.AI (In progress)