Nguyen Van Bao Ngoc

Data Analyst

GENERAL INFO

Address: Di An, Thu Duc District, Ho Chi Minh City, Viet Nam Gender: Male Birthday : 01/13/2001

Phone : + 84 (0-346******

Gmail : ad2hnm@r.postjobfree.com

Find me on: facebook.com/baongocnguyen131

CAREER GOALS

— My short-term career goal as a data analyst is to gain practical experience in a professional data analysis role. I aim to work on real-world projects, hone my technical skills, and become proficient in using data analysis tools and software. Additionally, I want to improve my data visualization and communication skills to effectively convey insights to non-technical stakeholders.

— Within the next 1-2 years, I aspire to be recognized as a proficient data analyst within my team and make valuable contributions to data-driven decision-making processes and have an opportunity to work at a higher position like Data Scientist.

EDUCATION

Bachelor of Computer Science 2019 - 2024

— GPA: 7/10 - HO CHI MINH UNIVERSITY OF TECHNOLOGY SKILLS

Languages English (IELTS 6.)

Soft Skills Communication and public speaking

Clear writing and report writing

Critical thinking

Attention to detail

Hard Skills Math (statistics and probability)

Logic and analysis

Problem-solving and troubleshooting

Database design and management

Data analysis, data mining, data extraction

OUTDOOR ACTIVITIES

Spring volunteer campaign January 2020

— Visit Orphans & Disabled Nurturing Center in Dong Nai Province

— Clean up all the rooms in that facility

— Participate in organizing cultural performances and giving gifts to children there PROJECT

Big Data Analysis and Business Intelligence - Assignment 2022 Aim: Try to be a Data Analyst and make a analysis for my own business

— Reference to sale websites, collect and Build a data warehouse for a technology store

— Analyze and make reports about customers demand, revenue, expense

— Use Microsoft PowerBI to visualize the results.

Object detection 2022

Aim: Test model YoloV7 and compare it to other version

— Use YoloV7 model to detect objects like motorbikes, people from a picture

— Use a laptop’s webcam with YoloV7 to identify items Apply Random Forest techniques for prediction - Graduation thesis 2023 Aim: Build and develop a Random Forest model to predict stock price

— Research about algorithms Decision Tree, Random Forest

— Build a customized Random Forest and compare it with Scikit-learn’s Random Forest

— Use combination algorithms includes Moving Average and Optuna search, to perform Random Forest well

— Improve Customized Random Forest to get high accuracy in stock price prediction

— Build a dashboard showing all of the result with library Dash EXPERIENCES

FPT Software - Internship 6-2022

Front-end Developer

— Write usecases specifications and design UI of student management features such as schedule, applications

— Implement the Front-End side of those features

Hiep Phat Company 7-2023

Data Processing job

Technology Used: Jinja, Pytasche, Openyxl, Docxtpl

— Developed data preprocessing functions for cleaning and transforming data imported from Excel files before storage in the database and presentation on the software interface.

— Developed Python server for handling Word and Excel files, such as extracting information from Word and Excel files and exporting data in an available word or excel template Data Science job

Techonology Used: YoloV8, VietOCR, Deepface, OpenCV

— Build a facial recognition application and use DeepFace’s functions to verify users when they log in to the website

— Collect and label iamge data to prepare data for YoloV8 training

— Use a pre-trained YoloV8 model to detect fields on ID cards and licenses. Then, apply the VetOCR library to identify letters on detected images with the aim of extracting information from the images

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