Machine Learning Ai fresher

Nguyễn Thái Hoàng Phong

** ***** *** **** **** Hòa Dĩ An Bình Dương

097******* ************@*****.***

EDUCATION

Hutech University Ho Chi Minh City, Vietnam

Bachelor of Science in Software Engineering Expected June 2025

● GPA: 3.39 / 4.0;

● Honors:

- Third Place, Open Source Contest at ICPC (2023)

- Third Place, GenAI Hackathon by LTV Corporation (2023) - Encouragement Award, IT Coder Competition by CJ Building (2022)

- Encouragement Award, CodeWar Competition by Hutech University (2021)

● Relevant Coursework: Data Structures, Algorithms, Database Management, Web Development,Generative AI,artificial intelligence,Computer Vision WORK & LEADERSHIP EXPERIENCE

AMAZON WEB SERVICES VIETNAM COMPANY LIMITED Ho Chi Minh City, Vietnam Cloud AI Intern, DevOps Engineering Team September 2024 - Present

● Participated in the development and deployment of cloud-based AI and DevOps solutions, leveraging cutting-edge AWS services.

● Selected Project Experience:

CI/CD Automation

■ Designed and implemented a CI/CD pipeline using AWS CodePipeline and CodeDeploy, reducing deployment time by 30%.

Fine-Tuning Generative AI Models

■ Integrated AWS Generative AI models with embedding techniques and fine-tuned them to enhance query accuracy and model performance, resulting in a 40% improvement in retrieval precision for business-specific data.

IVS Company Limited Ho Chi Minh City, Vietnam

Fresher Business Analyst November 2024 -Present

● Assisted in gathering and analyzing business requirements, ensuring alignment with client objectives.

● Selected Project Experience:

Analysis of User Interaction through a Platform Business Model Conducted an in-depth analysis of a platform business model where users interact through an intermediary application, identifying key bottlenecks and proposing enhancements to user experience. Mapped the user journey, highlighting pain points and opportunities for optimization, resulting in a 15% increase in user retention.

Defined and documented core features for the intermediary platform, including matchmaking algorithms and real-time feedback loops, to enhance user satisfaction. Collaborated with cross-functional teams to implement proposed features, ensuring seamless integration with existing systems

SKILLS, ACTIVITIES, INTERESTS & PROJECT

Languages: Fluent in Vietnamese; Intermediate proficiency in English (Listening and speaking, currently improving)

Technical Skills

● Programming: Python, Java, HTML, JavaScript (ReactJS), TailwindCSS, Spring Boot,C#,C

● Machine Learning & AI: TensorFlow, PyTorch, OpenCV, scikit-learn, Pandas, NumPy,Time Series,Computer Vision

● Cloud & DevOps: AWS (EC2, S3, Lambda, CodePipeline), Docker, Terraform, Jenkins

● Database Management: MySQL, MongoDB,SQLServer

Certifications & Training:

AWS Special Force Bootcamp

● Week 1: Network Foundation (2024)

● Week 2: Database and Storage Foundation (2024)

● Week 14: Learning about machine learning(2024)

● Week 15: GEN AI TRAINING FOR PARTNERS(2024)

MOS Specialist (2019)

English Proficiency Certificate (B1 Equivalent) (2023) Participant in multiple academic competitions:

● CodeWar Competition by Hutech University (Top 8 in 2023, Encouragement Award in 2021)

● Code Your Future 2024 (Top 30 finalist)

Hackathon Enthusiast:

● GenAI Hackathon by LTV Corporation (Third Place in 2023)

● Hutech Open Source Startup Hackathon (First Place in 2023) Startup and Innovation:

● Actively joined startup challenges and hackathons to design and present innovative AI and ML-based solutions.

Interests:

● Deeply interested in startups within the technology sector, particularly in applying Artificial Intelligence (AI) to IoT products.

● Passionate about exploring and researching emerging platforms and developing innovative solutions that have never been created before.

● Enjoy participating in academic research and hackathons, leveraging cutting-edge technologies to solve complex problems.

Project:

1. Fall Detection Using TCN

Role: Research Intern Hutech University

Duration: June 2023 – September 2023

● Developed a fall detection system using Temporal Convolutional Network (TCN) to analyze time-series data from smartphone sensors.

● Performed data preprocessing with Python, and applied ML models like KPCA and SVM, achieving 92% accuracy.

Git: https://github.com/pot030321/Code_2019_fall_detection.git 2. Generative AI for Personalized Chatbots

Role: AI Engineer GamestopVN

Duration: September 2024 – October 2024

● Designed and fine-tuned Generative AI models for personalized chatbot interactions using OpenAI API.

● Integrated the chatbot with a ReactJS-based web interface, reducing query response times by 40%.

● Enhanced user experience, increasing customer satisfaction metrics by 30%. Git: https://github.com/mvt1994/HealthGuardian-AI.git 3. Open Source Facial Recognition System

Role: AI Developer Independent Project

Duration: May 2024 – Present

● Built an AI-powered facial recognition system leveraging OpenCV and Deep Learning models for smart authentication.

● Deployed APIs for integration with web applications, enabling high-accuracy recognition for identity verification.

● Collaborated with a 3-person team, focusing on optimizing the system for real-world applications.

Git: https://gitlab.com/edwardhuynh01/smartdoor-facial-recognition.git 4. VNLAW Data Processing

Role: Machine Learning Engineer VNLAW

Duration: June 2024 – Present

● Cleaned and processed large datasets for legal analytics using Spring Boot and Python.

● Built predictive machine learning pipelines using TensorFlow, improving data handling efficiency by 40%.

● Deployed solutions using AWS and Docker containers for scalability and reliability. Git: https://github.com/AVG-Team/VN-Law.git

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