Dinh Nguyen Huan

Residence/domicile: **/**, Au Co, P9, Tan Binh, TPHCM

E-mail: ad177v@r.postjobfree.com Phone number: 036-****-*** Education

Master’s degree in Computer Science HCM University of Technology Master’s degree program 2022 - Now

Focus On Artificial Intelligent

Bachelor’s degree in Electrical and Electronic Engineering HCM University of Technology Bachelor’s degree program 2015 -2021

Thesis: Machine Translation With Tranditional Seq2Seq and Transformer Work experience

FPT Software Mar-Jun 2021

Data Engineer HCMC, Vietnam

Akselos S.A Vietnam 2021 - 2023

Software Engineer HCMC, Vietnam

• Developed UI For Window Application.

• Research and Apply AI, ML in product.

DevUp 2023 - Now

AI Engineer HCMC, Vietnam

• Design and Develop Chatbot system.

Technical skills

Programming Languages/Tools Python, Linux, Git, Tf, Torch, HF, LangChain, SQL, LLammaIndex, FastAPI, MongoDB, Elasticsearch ...

Machine Learning Solid understanding of machine learning concepts, algo- rithms, and frameworks, and experience with popular ML libraries

LLMs: BERT, T5, GPT, LLamma,and so on. Promt Engineering, Vector Database, Fine-tunnig

Evaluation: NLP Benchmark and Metrics

Programming Good Understandings about OOP, Data structure and Al- gorithm

NLP Classical and Mordern Approach apply in NLP

RAGs Retrival-Rerank, Hybrid Search, Self Querying Retrieval, Parent Document Retriever, Contextual Compressors & Fil- ters, Hypothetical Document Embeddings, RAG Fusion Automating Web Research Search and return pages, scrape the full content of the pages, extract relevant information

Side projects

NER NER With BERT - datasets: CoNLL-

2003

Sentinment Analysis Sentinment Analysis by Fine-tuning Dis- tilledBERT, IMDB

Summarization mT5 - Multilingual Amazon Reviews Cor- pus

Chatbot Extractive Q-A system for HCMUT

Chatbot Q-Q matching Chatbot for FAQs System

Chatbot Intent Detection, Text Correction, Ques-

tion Reformulation

Training a causal language model from scratch GPT-2 for coding suggestion

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