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Thăng Long
@thanglong
Developer
Nguyen Viet Anh
@vietanhnguyen742001
5.0
Developer
Python
PyTorch
TensorFlow
NumPy
Ho Chi Minh, Vietnam
Tham gia: 02/10/2024 8:10:24
I am an AI Engineer with one year of experience working on projects related to Large Language Models (LLMs), Speech Recognition, and Speech Emotion Recognition. I have applied deep learning techniques such as Transformer models and LSTMs to enhance real-time speech processing and sentiment analysis. Additionally, I have developed chatbots and automated tools to optimize workflows for HR, marketing, and financial industries.
Quá Trình Học Tập
FPT University HCM
Bằng cấp: Artificial Intelligence
(Gpa: 3.66/4.00)
Kinh Nghiệm Làm Việc
Quy Nhon AI Center (December 2023 - May 2024)
- Led a team of 4 in completing an LLM project for a Japanese client.
- Built Graph DB, deployed FastAPI, and installed cloud driver.
- Developed and deployed LLM models like Gemma, Mamba, Vinal-lamma, and GPT.
- Utilized Neo4j to store and manage graph data, ensuring efficient query performance.
- Implemented Retrieval-Augmented Generation (RAG) to extract information from forms.
- Integrated Pinecone for vector database storage, enabling fast and scalable similarity searches.
- Developed advanced Speech Recognition systems using deep learning models such as LSTMs and Transformer architectures.
- Built a Speech Emotion Recognition system leveraging audio features like Mel-frequency cepstral coefficients (MFCC) and spectrograms to classify emotions such as happiness, frustration, and neutrality in speech data.
- Applied Transformer-based models such as Wav2Vec2.0 for speech processing, enhancing real-time understanding of spoken language.
AI Engineer-Internship
QAI (2024 - )
- Developed a chatbot using LLM to assist the marketing team in accessing information about 200 company products, improving communication efficiency with customers.
AI Engineer
QAI (2024 - )
- Designed a chatbot that allows employees to easily access and complete various forms, such as Zoom registrations and leave requests, integrated with Microsoft Teams to optimize workflow.
AI Engineer
QAI (2024 - )
- Provided HR team with automated tools for efficient CV review and quality assessment, enhancing the recruitment process.
AI Engineer
QAI (July 2024 - September 2024)
- Developed a chatbot to collect and analyze buying and selling signals, industry trends, and market predictions, assisting users in making informed investment decisions.
AI Engineer
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19 Review
X
★★★★★
Vạn Xuân • Developer
I always work with Muhammad. He is easy to chat with and deliver always.
L
★★★★★
Âu Lạc • Senior Developer
Muhammad did another great job for us and provided exactly what the customer needed.
