Pham Nhat Minh

[036*******] [adsvne@r.postjobfree.com] [https://github.com/PNMinh286]

EDUCATION

University of Information Technology, VNU-HCM HCM City, Vietnam Bachelor of Science, Information Technology 2018-2022

● GPA: 8.25/10

● Activities: Lab assistant

● Coursework: Software Engineering, Deep Learning, Java Technology, Introduction to Computer Vision, Cross- Platform Mobile Development

AWARDS, ACHIEVEMENTS AND PUBLICATION

● Best thesis award in Information Technology major

● Merit scholarship for top 8-10% of

students (2/7 available semesters)

WORK EXPERIENCE

Vietsoftpro Hanoi, Vietnam

Software engineer intern, Information Retrieval System 7/2021 – 12/2021

● Crawling data

● Clean data

● Use simple non-neural approach like tf-idf, BM25… to extract information.

● Use SOTA approach like BERT, SBERT for Vietnamese to improve Retrieval System (Recall@10 grow from 55% to 85%)

● Participate in back-end team (using Java/ Python). SELECTED PROJECTS

Vietnamese legal text retrieval (Personal thesis) (Private source)

● Cleaned up data from previous dataset to make a standard dataset for Vietnamese legal text in the future.

● Trained SOTA model for Vietnamese and Information Retrieval like: PhoBERT, ViBERT, Condenser.

● Experimental designed and chosen the best pipeline.

● Create UI using Anvil.

DM Social Network (Spring Boot, Azure, …) (Team project of 2) (https://github.com/datreus10/final-java)

● Used some frameworks in Spring like: Spring boot, Spring security, JPA, Spring MVC ... to build social network; storage by Azure Blob Storage and deploy to heroku.

● Users’ main functions: Create text posts, update profile, upload photos/videos, react, share posts, make friends, search other users.

Aab app(Xamarin, C#, GoogleAPI…) (Team project of 2) (https://github.com/PNMinh286/DoAnDiDong)

● Used Xamarin Framework to build Mobile App, somee to store database and google map API to recommend customers by their positions.

● Users’ main functions: order, payment, cart, get receipts, recommended by positions. PUBLICATIONS

Multi-stage Information Retrieval for Vietnamese Legal Texts Accepted in PKAW 2022 (rank B conference)

Nhat-Minh Pham, Ha-Thanh Nguyen, Trong-Hop Do

SKILLS

Languages: C++, C#, Java, Python, Solidity.

Frameworks and Tools: Spring, Pytorch, Sentence-transformer, Xamarin, Azure.