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Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.2021 ~ Hiện tại
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Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
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國立台灣大學
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systems. Spearheaded the integration of Strapi (a content management system), enhancing the team's ability to quickly produce pages and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop an application for detecting deceptive
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Software Engineer
Loại hình công việc
Full-time
Địa điểm
Giza, Egypt
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Freelance
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Trường học
Faculty of Engineering, Helwan University cairo
Chuyên ngành
Electronics and Computer
| Ahmed Nabil Mohamed
| [email protected] | +2001153891122
| Military Status : Postponed | Giza, EG
| Education
Bsc(Eng) Faculty of Engineering, Helwan University ( Certificate | 2013 ~ 2018 )
Advanced Machine Learning Specialization (2 courses) ( Certificate | 2018 ~ Present )
Deep Learning specialization (5 Courses) ( Certificate | 2018 ~ Present )
Machine Learning Specialization (4 courses) ( Certificate | 2018 )
Python Specialization (5 courses) ( Certificate | 2017 )
Java Standard Edition Diploma (AMIT) ( Certificate | 2016 )
| Work Experience
Software Engineer Mar 2019 ~ Present
Software Engineer at Shebak startup company specialized
in ERP/eCommerce systems.
- Worked in Agile environment to deliver enterprise solutions
based on Odoo framework.
- Design and implement
features to integrate it in an existing applications.
- eCommerce / Widget
Development by adding new features to existing systems.
- Features Migration for existing applications.
- Code review to make sure the code meet the quality standard
before merging.
AI Engineer Feb 2020 ~ Apr 2020
Artificial Intelligence Engineer at startup for online meetings solutions
- Data collection, annotation and processing.
- implementing machine learning experiments for contents classification.
- Integration with existing API and cloud services.
- Deployment of services on the cloud and support and maintenance.
Freelance Software Developer Mar 2018 ~ Present
Worked as a freelancer Software Developer in the follwing:
- Natural language processing research papers implementation (Python)
- Training NLP models using Higher API Libraries (Gensim, Spacy, Keras)
- Python Scripts Utilities.
- Machine learning scripts & Mentoring.
Trainee Mar 2018 ~ Nov 2018
Incubation Program from NU Enterpreneaurs to learn about how you can co-found startup and pitch business idea. Attended Technical, Business, Marketing Sessions to build our small startup team EGYX which is specialized in Machine learning and NLP Chat bots Solutions.
Machine Learning Program Feb 2017 ~ Jul 2017
I graduated from NTL machine learning
program which is held in smart villagei learned the basic concepts of machine learning
and i gained great knowledge from it
| Skills
- Advanced in Python, Java, C++ and C.
- Strong knowledge of OOP and Design Patterns.
- numpy, scipy, pandas, sframe, scikit-learn and graphlab-create.
- knowledge of deep learning frameworks (tensorflow and keras).
- Experienced NLP frameworks (nltk, spacy, gensim).
- Strong knowledge of machine learning, deep learning and neural networks.
- Proficiency in HTML5, CSS3, Bootstrap, Javascript, JQuery, Angular, MySql and AJAX.
- Experienced use of python MVC frameworks (django, odoo).
- Experienced use of Web Scrapping tools (scrappy, BeautifulSoup, tweepy).
- Experienced use of cloud platforms (Heroku, GCP, AWS, Bluemix, Firebase, Azure).
- Experienced use of modern source control (Git).
- Proficient with multiple operating systems such as Linux, Windows.
| Projects
Movies Recommendation Engine Personal 2019
- Movies Website integrated with Recommendation Engine.
- Live Demo
- See Blog Post
- See project repository.
JOBS Information Extraction Freelancing 2018
- Extracting info from job Descriptions (skills, years of experience, normalized job titles, seniority level and job type.
- Implemented deep learning (LSTM) for sequence tagging to extract skills, and to normalize the different job titles.
- Built command line annotation tools to semi-automate the data annotation process.
- see project repository.
TV Series Detection Personal 2017
- Used Sklearn API to analyze the data and create the learning model.
- Implemented data scrapper module using BeautifulSoup.
- The model is well regularized and tuned for the optimal prediction scores.
- See project repository.
Sentiment Analyzer Kaggle 2017
- Extract features from Amazon product reviews Used Turi Graphlab-Create API | Sklearn.
- Implemented logistic classifier algorithm from scratch.
- Implemented gradient-ascent learning algorithm.
- Explored L1, L2 penalty tuning parameters.
Text Classification Tool Upwork 2018
- Command line tool using python
- The purpose was to collect more than classification algorithm in single tool.
- See project repository.
Google Drive Management Tool Upwork 2018
- Using GCP (Google Drive API) with python.
- creating and deleting folders in automated way to handle large number of files.
- See project repository.
Doc2Vec Development Upwork 2018
- implemented language modeling using python to filter and extract information from large documents.
- built with gensim topic modeling library.
- See project repository.
Weather Chat Bot Personal 2018
- Facebook Messenger Bot.
- Buttons for user interactions for quick replies.
- Entities extraction using nltk library.
- See project repository.
Schooling Management System College 2017
- Java/web based application that manage all schools and students data and the colleges.
- web based app from which students can enter their desires.
- The system will choose the appropriate college according to their schools final grade.
| Ahmed Nabil Mohamed
| [email protected] | +2001153891122
| Military Status : Postponed | Giza, EG
| Education
Bsc(Eng) Faculty of Engineering, Helwan University ( Certificate | 2013 ~ 2018 )
Advanced Machine Learning Specialization (2 courses) ( Certificate | 2018 ~ Present )
Deep Learning specialization (5 Courses) ( Certificate | 2018 ~ Present )
Machine Learning Specialization (4 courses) ( Certificate | 2018 )
Python Specialization (5 courses) ( Certificate | 2017 )
Java Standard Edition Diploma (AMIT) ( Certificate | 2016 )
| Work Experience
Software Engineer Mar 2019 ~ Present
Software Engineer at Shebak startup company specialized
in ERP/eCommerce systems.
- Worked in Agile environment to deliver enterprise solutions
based on Odoo framework.
- Design and implement
features to integrate it in an existing applications.
- eCommerce / Widget
Development by adding new features to existing systems.
- Features Migration for existing applications.
- Code review to make sure the code meet the quality standard
before merging.
AI Engineer Feb 2020 ~ Apr 2020
Artificial Intelligence Engineer at startup for online meetings solutions
- Data collection, annotation and processing.
- implementing machine learning experiments for contents classification.
- Integration with existing API and cloud services.
- Deployment of services on the cloud and support and maintenance.
Freelance Software Developer Mar 2018 ~ Present
Worked as a freelancer Software Developer in the follwing:
- Natural language processing research papers implementation (Python)
- Training NLP models using Higher API Libraries (Gensim, Spacy, Keras)
- Python Scripts Utilities.
- Machine learning scripts & Mentoring.
Trainee Mar 2018 ~ Nov 2018
Incubation Program from NU Enterpreneaurs to learn about how you can co-found startup and pitch business idea. Attended Technical, Business, Marketing Sessions to build our small startup team EGYX which is specialized in Machine learning and NLP Chat bots Solutions.
Machine Learning Program Feb 2017 ~ Jul 2017
I graduated from NTL machine learning
program which is held in smart villagei learned the basic concepts of machine learning
and i gained great knowledge from it
| Skills
- Advanced in Python, Java, C++ and C.
- Strong knowledge of OOP and Design Patterns.
- numpy, scipy, pandas, sframe, scikit-learn and graphlab-create.
- knowledge of deep learning frameworks (tensorflow and keras).
- Experienced NLP frameworks (nltk, spacy, gensim).
- Strong knowledge of machine learning, deep learning and neural networks.
- Proficiency in HTML5, CSS3, Bootstrap, Javascript, JQuery, Angular, MySql and AJAX.
- Experienced use of python MVC frameworks (django, odoo).
- Experienced use of Web Scrapping tools (scrappy, BeautifulSoup, tweepy).
- Experienced use of cloud platforms (Heroku, GCP, AWS, Bluemix, Firebase, Azure).
- Experienced use of modern source control (Git).
- Proficient with multiple operating systems such as Linux, Windows.
| Projects
Movies Recommendation Engine Personal 2019
- Movies Website integrated with Recommendation Engine.
- Live Demo
- See Blog Post
- See project repository.
JOBS Information Extraction Freelancing 2018
- Extracting info from job Descriptions (skills, years of experience, normalized job titles, seniority level and job type.
- Implemented deep learning (LSTM) for sequence tagging to extract skills, and to normalize the different job titles.
- Built command line annotation tools to semi-automate the data annotation process.
- see project repository.
TV Series Detection Personal 2017
- Used Sklearn API to analyze the data and create the learning model.
- Implemented data scrapper module using BeautifulSoup.
- The model is well regularized and tuned for the optimal prediction scores.
- See project repository.
Sentiment Analyzer Kaggle 2017
- Extract features from Amazon product reviews Used Turi Graphlab-Create API | Sklearn.
- Implemented logistic classifier algorithm from scratch.
- Implemented gradient-ascent learning algorithm.
- Explored L1, L2 penalty tuning parameters.
Text Classification Tool Upwork 2018
- Command line tool using python
- The purpose was to collect more than classification algorithm in single tool.
- See project repository.
Google Drive Management Tool Upwork 2018
- Using GCP (Google Drive API) with python.
- creating and deleting folders in automated way to handle large number of files.
- See project repository.
Doc2Vec Development Upwork 2018
- implemented language modeling using python to filter and extract information from large documents.
- built with gensim topic modeling library.
- See project repository.
Weather Chat Bot Personal 2018
- Facebook Messenger Bot.
- Buttons for user interactions for quick replies.
- Entities extraction using nltk library.
- See project repository.
Schooling Management System College 2017
- Java/web based application that manage all schools and students data and the colleges.
- web based app from which students can enter their desires.
- The system will choose the appropriate college according to their schools final grade.