Computer Vision Natural Language Processing Machine Learning

Nguyen Thi Kim Anh

Computer Science Student

*.**********@*****.*** +84-398-***-***

linkedin.com/in/kim-anh-python-sql https://github.com/kimanh24022001 SUMMARY

I am a student at the University of Information Technology, Vietnam National University, Ho Chi Minh City, majoring in Computer Science which mainly focuses on AI and Machine Learning. My long-term goal is to become a senior AI engineer who can contribute cutting-edge techniques to the organization and to society. I am open to opportunities to expand my experience and my network.

WORK HISTORY

Machine Learning Trainee Jun 2022- Aug 2022 ~ 3 months

Studying and building:

1. Business Potential: The business value evaluation of MVP includes verification of user needs, whether the target customer group is clear, and whether the Unique Value Proposition of the product is clearly defined. 2. Technology Feasibility: Technical evaluation, including the accuracy of AI models, the stability of product platform architecture, etc. MVP: AI colorization

Skills: Machine Learning, NLP, Computer Vision, Software Development. Application Consulting Intern TRG International - Internship May 2022 - Aug 2022 · 4 months

TRG International is a IT solution company, a global market-leading professional services firm, founded in 1994, focusing on delivering technical excellence. My main tasks are supporting the team and senior consultants in:

- System installation and configuration

- Data migration

- User acceptance testing

- Solution production run

- Automate document by AI model

- Prepare system and project documentation

Skills: Analytical Skills · Software Development, AI builder Artificial Intelligence Researcher ScaleMind Community- Internship Jan 2022 - May 2022 · 5 months

Participate in AI research projects

Working virtually in an internationally diverse environment Skills: Deep Learning

Private Tutor at Gia Su Tri Thuc- Freelance

Nov 2020 - Jul 2021 · 9 months

Prepare lesson plans, evaluate students' performance and improvement Deliver online and offline Math lessons for secondary school students Skills: Training and coaching, presentation and instruction. EDUCATION

Computer Science

(Sep 2020 - Jun 2023)

High School Diploma, Mathematics

(Sep 2016 - Jun 2019)

University of Information Technology - VNUHCM

Activities and societies:

- Participating in the National Mathematical Olympiad for students in 2022 Member of Publication team @

- Member of Publication team @ DEVELOPER STUDENT CLUB - UIT

- Member of Coding & Programing team @ Student AI CLUB - UIT Nguyen Trai High School For The Gifted

GPA: 8.6/10

SKILLS

Professional development completed in Math:

- Co-authors of the book "Why are primitives and integrals difficult?"

- Training material for students who participate in the national university entrance exam. (https://toanmath.com/2019/04/phuong-phap-giai-toan-do- thi.html)

Language Programing

Python, Java, C++, C, JavaScript/HTML/CSS

Machine Learning

Tensorflow, PyTorch, Keras, NumPy, Scikit-learn, NLTK, Tabula, Life Cycle of ML project. Natural Language Processing

Preprocessing Data for NLP, Language models: n-gram, RNN, CNN, Transformer, GPT, BERT; Parsing. Computer Vision

OpenCV, Classification: CNN, Object Detection: Fast R-CNN, Segmentation : Mask R-CNN Frame works

Flask API, Docker

Software development

Agile, Scrum, Water-fall, Spiral Model

Other skills

Git/GitLab, Analytical Skills, Problem Solving, Building games CERTIFICATES

Machine Learning with Python (IBM)

Machine Learning Specialization (DeepLearning.AI)

Natural Language Processing Specialization (DeepLearning.AI) Sequence Models (DeepLearning.AI)

[GEN-3] Infor SunSystems V6.4 Financials GL(TRG International) PROJECTS

Color animation with AI Project Description: Colorization by ML model can exploit and retain the structure of hand-draw drawings, work on top of raw pixels to provide accurate automated colorization to raw works. Use jupyter notebook to visualize.

Skill/ Tech: U-net, Transformer, Pytorch

Scope: project at Cinnamon BootCamp

Question Answering Project Description: Rely on the passage and the question to give the answer. Language and data used is English.

Skill/ Tech: BERT, Tensorflow

Scope: personal project

Extracting information from PDF/image Project Description: Extract text from pdf/image to text. Analyze the text in the table, export to excel. Create a flow in Power Automate to send analysis or extract via Outlook

Skill/ Tech: OCR, Power Automate, AI Builder

Scope: personal project at TRG company

Dress-up-Recommendation-System Project Description: Applying learning models to identify objects of interest (Computer Vision) for image processing and Image Processing to extract information and image features. Compare the features of the photos to suggest outfits

Skill/ Tech: KNN, Mask R-CNN, Feature Histogram.

Scope: project at university

Identify-negative-comments-on-social-networks Project Description: Identifying and automatically labeling positive or negative comments on social networks helps social networking platforms easily manage shared content from users.automatically categorize product reviews Skill/ Tech: Naive bayes classifier model

Scope: project at university

Emotion Detection Using CNN Project Description: Build an emoticon app from a static face image or live video from a webcam and select the corresponding emoji. Use the FER-2013 dataset from Kaggle and train CNN model

Skill/ Tech: CNN

Scope: project at university

REFERENCES

Available upon request

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