Artificial Intelligence Ai Engineer
Resume:
PERSONAL INFORMATION
****************@*****.***
https://www.facebook.com/lasky.tran
Thu Duc City
SKILLS
PROGRAMMING LANGUAGE
Python
LIBRARY AND FRAMEWORK
Pytorch
Tensorflow
NLTK
Langchain
Beautiful Soup
FOREIGN LANGUAGE
English (IELTS : 5.5)
CERTIFICATE
Python for Everybody
https://coursera.org/share/883159b9d82ba88d8d892c803 873ddab
AI Foundations for Everyone
https://coursera.org/share/f21eab46ac8e70fb205eb0938 72c28c4
Natural Language Processing
https://coursera.org/share/100a8483c433d4fb0b6515e02 44df11f
Microsoft Introduction to Azure fundamentals
https://learn.microsoft.com/api/achievements/share/en- us/VinhTran-0982/FD8YJKXN?
sharingId=7A5D0B9AD616CD46
TRAN NGUYEN PHUC VINH(MR.)
AI ENGINEER
CAREER GOALS
Short-term career goals:
In the next 1-2 years, my goal is to improve NLP natural language processing skills in operating and applying Large Language Model (LLM) to projects to achieve output goals. Besides, I will continuously learn and research new Frameworks with the ability to integrate LLM to create products that businesses want. Long-term career goals:
With enthusiasm to learn more deeply about Large Language Model (LLM). In the next 5-10 years, i want to become an artificial intelligence expert in Text Generate and Chatbot Generate. I hope to have the opportunity to reach my limits in this field as well as scientific research. EDUCATION
ARTIFICIAL INTELLIGENCE ( AI ) // 2019 - 2023
FPT University
Graduated with a bachelor's degree in Artificial Intelligence (AI) GPA: 7.50/10.0 (Graduation rank: Good)
WORK EXPERIENCE
AI ENGINEER - DATA ENGINEER // 15/03/2024 - 15/07/2024 THU VIEN PHAP LUAT
AI ENGINEER job description:
Position: Chef engineer
-Job description:
• Build and traning NER model for recognize document names.
• Build api database searching engine for find ID and document
• Build a system to answer users' questions in the matter of comparing 2 amended and supplemented legal documents issued or information of 2 documents.
DATA ENGINEER job description:
Position: Team member
-Job description:
• Extract answers and questions from legal articles available on the firm's website and database as well as online.
• Use natural language processing to extract legal bases in articles as legal bases for Chatbot to respond.
AI ENGINEERING INTERN // 08/2022 - 12/2022
FPT Software
• Collecting motorbike sound data for the model to predict abnormalities in motorbike engine sounds of the project Identifying abnormalities in mechanical machinery operation.
• Standardize remote sound data to be suitable for training models to predict abnormalities in motorcycle engine sounds.
• Carry out model training on the cloud according to the mentor's instructions. PROJECT
AI ENGINEER 3 MEMBERS // 08/2022 - 10/2022
FPT Edu Research Festival - ResFes 2022
SOFT SKILLS
• Skills to self-learn new things
• Teamwork skill
• Problem-solving skills
• Presentation skills
• Communication skills
Position: Team member
Job description:
• Use Machine learning algorithms and participate in the FPT EDU RESFES 2022 competition with the topic Clarifying and recognizing license plates using Python programming language to help traffic management agencies more easily.
• The project uses the YOLO model to recognize license plates and uses the ESRGAN model to clarify license plate images.
• Collect data on vehicle license plate photos in Vietnam.
• Optimize data to increase model training performance.
• Use Tensorflow to train the model on a computer graphics card.
AI ENGINEER 2 MEMBERS // 09/2023 - 12/2023
FPT UNIVERSITY CAPSTONE PROJECT
Project name: Automated Customer Consultation System For Pastry Shops. Position: Team Leader
Job description:
• Building a cake consulting system for Thien Thuan Phat Bakery store in Binh Duong province by applying LSTM and NLP models.
• Learn and use the LSTM natural language processing model and 3 upgraded versions Bi-LSTM, MaLSTM, Hierarchical Bi-LSTM Attention model.
• Learn and use the One-hot vector Embedding method, Word2vec.
• Build and create a data set of questions and answers related to cake trading consulting in Vietnamese language.
• Optimize the database to help train the Hierarchical Bi-LSTM Attention model to produce more accurate results.
• Set up the Tensorflow environment and train the model in a way that minimizes device resource consumption and reduces model training time.
• Insert the trained model into the system.
Result:
• Accomplish project goals
• The project's scientific article was accepted at the 16th International Conference on Knowledge and Smart Technology (KST-2024) in Thailand with article ID 157******* and topic name Automated Customer Consultation System For Pastry Shops.
AI ENGINEER // 12/2023 - 01/2024
Remote project using langchain
-The project uses Framwork Langchain and Large Language Model to create a set of questions and answers for the TOIEC Part 7 task.
Position: Team member
Job description:
• Learn about the Langchain Framework and get an in-depth look at how the GPT3.5 model works.
• Use Prompt to control the GPT3.5 Chat model to output a set of questions and answers for the TOIEC Part 7 task.
• Learn and apply other pure LLM models such as Meta LLAMA, Meta LLMA2, Google T5 and find ways to integrate into the project to eliminate the disadvantages of Chat GPT3.5.
AI RESEACHER - AI ENGINEER // 12/2023 - 01/2024
Project using Langchain
-The project uses Framwork Langchain and Large Language Model to create a set of questions and answers for the TOIEC Part 7 task.
Position: Team member
Job description:
• Learn about the Langchain Framework and get an in-depth look at how the GPT3.5 model works.
• Use Prompt to control the GPT3.5 Chat model to output a set of questions and answers for the TOIEC Part 7 task.
• Learn and apply other pure LLM models such as Meta LLAMA, Meta LLMA2, Google T5 and find ways to integrate into the project to eliminate the disadvantages of Chat GPT3.5.
AI RESEACHER - AI ENGINEER // 02/01/2024 - 25/01/2024 Project using langchain
-The project uses Framwork Langchain and Large Language Model to create a Q&A system around PDF data running locally.
Position: Team member
Job description:
• Use Langchain Framework, LLM and Vector DB to create a Q&A system that runs locally.
• Learn about Text Embedding models.
• Learn about creating and storing VectorDB with FAISS and PINECOIN
• Use Prompt Template to control ChatGPT3.5, GPT4ALL, Meta LLAMA2, Google T5 models and use FAISS, PINECOIN to store VectorDB for Retrieval purposes.
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