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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>PV Bang - Resume</title>
<link href="https://unpkg.com/tailwindcss@^1.0/dist/tailwind.min.css" rel="stylesheet" />
</head>
<body class="text-sm">
<div class="p-5">
<div class="grid grid-cols-1 sm:grid-cols-3 gap-4">
<div class="text-left">
<a class="inline-flex items-center" href="tel:0964196652">
<img class="mr-1 w-4" src="./html/icons/icons8-phone-24.png" alt="phone" />
+84964196652
</a>
<br>
<a class="inline-flex items-center" href="mailto:pvbang23092002@gmail.com" target="_blank">
<img class="mr-1 w-5" src="./html/icons/email.png" alt="mail" />
pvbang23092002@gmail.com
</a>
</div>
<div class="text-center">
<h1 class="text-lg font-bold">PHAN VAN BANG</h1>
<p class="text-sm my-0">Artificial Intelligence Developer</p>
</div>
<div class="text-right">
<a class="inline-flex items-center" href="https://github.com/pvbang" target="_blank">
<img class="mr-1 w-6" src="./html/icons/icons8-github.svg" alt="github" />
pvbang
</a>
<br>
<a class="inline-flex items-center" href="https://linkedin.com/in/pvbang" target="_blank">
<img class="mr-1 w-6" src="./html/icons/icons8-linkedin.svg" alt="linkedin" />
pvbang
</a>
</div>
</div>
<h1 class="mt-3 mb-1 px-2"><b>SUMMARY</b></h1>
<hr class="border-gray-900" />
<div class="mt-2 px-2">
<p>
With over a year of hands-on experience in Artificial Intelligence development, I specialize in creating and integrating AI-driven solutions. My journey includes working on various projects such as developing intelligent chatbots and deploying AI models in real-world applications. I excel in collaborative environments and am committed to continuous learning to stay ahead in the rapidly evolving AI field.
</p>
<p>
• Short-term Goal: To secure a position as an AI Developer where I can leverage my expertise in AI model development, data processing, and system optimization to contribute to impactful projects.
</p>
<p>
• Long-term Goal: To become a leading expert in Artificial Intelligence, driving innovation and advancements that enhance the efficiency and capabilities of businesses and society.
</p>
</div>
<h1 class="mt-3 mb-1 px-2"><b>TECHNICAL SKILLS</b></h1>
<hr class="border-gray-900" />
<div class="mt-2 px-2">
<div class="flex flex-col sm:flex-row">
<div class="w-full sm:w-1/6">• Programming Languages:</div>
<div class="w-full sm:w-2/6">Python, Javascript & Typescript, C#, Java, C++, C</div>
</div>
<div class="flex flex-col sm:flex-row">
<div class="w-full sm:w-1/6">• Frameworks / Platforms:</div>
<div class="w-full sm:w-2/6">Django, Flask, ExpressJS, Spring Boot, Laravel, React Native</div>
</div>
<div class="flex flex-col sm:flex-row">
<div class="w-full sm:w-1/6">• Databases:</div>
<div class="w-full sm:w-2/6">MySQL, Firebase, MongoDB, PostgreSQL, Qdrant, Neo4j</div>
</div>
<div class="flex flex-col sm:flex-row">
<div class="w-full sm:w-1/6">• Systems:</div>
<div class="w-full sm:w-2/6">RESTful API, Docker, Git, CDN</div>
</div>
</div>
<h1 class="mt-3 mb-1 px-2"><b>WORK EXPERIENCE</b></h1>
<hr class="border-gray-900" />
<div class="mt-2 px-2">
<div class="mt-2 flex items-center justify-between">
<h1 class="text-md font-bold">Artificial Intelligence Developer</h1>
<i>06/2023 - Present</i>
</div>
<h2 class="text-md">MekongAI</h2>
<!-- <i>Working on various AI development tasks and projects, contributing to significant revenue growth and receiving high evaluations.</i> -->
<p class="mt-2">
• Developed and integrated APIs:
<ul class="pl-4">
<li>• Designed and developed APIs to connect frontend with AI backend services.</li>
<li>• Ensured the APIs operate securely, efficiently, and with high performance.</li>
</ul>
</p>
<p>
• Managed databases:
<ul class="pl-4">
<li>• Designed and managed databases to store training data and AI model results.</li>
<li>• Optimized data retrieval and storage performance, improving query response times by 30%.</li>
</ul>
</p>
<p>
• Data processing:
<ul class="pl-4">
<li>• Collected, cleaned, and pre-processed data from various sources for AI model training.</li>
<li>• Processed real-time data for applications requiring immediate responses, increasing processing efficiency by 25%.</li>
</ul>
</p>
<p>
• Trained and deployed AI models:
<ul class="pl-4">
<li>• Built pipelines for training AI models, including model selection, training, and evaluation.</li>
<li>• Deployed AI models on servers or cloud services for real-world applications, contributing to a 15% increase in user engagement.</li>
</ul>
</p>
<p>
• Researched Technologies and Algorithms:
<ul class="pl-4">
<li>• Researched vector databases like Qdrant, Chroma, Faiss,... for storing and querying vector embeddings from text or images.</li>
<li>• Implemented Retrieval-Augmented Generation (RAG) models combined with GPT-4 or local LLMs to create accurate responses from large datasets, enhancing customer satisfaction by 20%.</li>
<li>• Utilized Knowledge Graphs (KG) with Neo4j or Apache Jena to represent relationships between entities and concepts, providing a strong knowledge base for chatbots and other AI applications.</li>
<li>• Applied Large Language Models (LLMs) like GPT-4 or Llama-3 to improve the quality of chatbot responses.</li>
<li>• Employed embedding techniques such as Word2Vec, GloVe, or BERT to transform text into numerical vectors for effective natural language processing.</li>
</ul>
</p>
<p>
• Developed intelligent chatbots:
<ul class="pl-4">
<li>• Created chatbots using large language models (LLMs) like GPT-4 and Llama-3 to assist with customer support and sales.</li>
<li>• Integrated advanced techniques such as Retrieval-Augmented Generation (RAG) to enhance the quality of responses.</li>
<li>• Optimized customer support and sales processes to save time and resources for businesses, leading to a 10% increase in sales conversions.</li>
<li>• Integrated chatbots with company websites to provide automated customer support and sales solutions.</li>
<li>• Processed data from various file formats (PDF, DOCX, CSV, etc.) to supply information to the chatbots.</li>
<li>• Implemented conversation memory to maintain context and improve customer interactions.</li>
</ul>
</p>
<p>
• Image Processing Technologies:
<ul class="pl-4">
<li>• Used ComfyUI to create and manage image processing workflows, from data loading to preprocessing, analysis, and result storage.</li>
<li>• Researched workflows for different functions such as image generation (AI-generated images), face alteration, clothing changes, and image restoration.</li>
<li>• Integrated ComfyUI workflows for creating images from prompts or altering faces.</li>
<li>• Incorporated DALL-E and CLIP for text-to-image generation and ensuring image accuracy with descriptions.</li>
<li>• Used OpenCV and dlib for face recognition and manipulation techniques within ComfyUI workflows.</li>
<li>• Applied DeepFake techniques to alter faces in videos, creating realistic but artificial videos.</li>
<li>• Utilized Virtual Try-On (VTO) technologies like VITON to change clothing in images, allowing users to virtually try on outfits.</li>
</ul>
</p>
</div>
<h1 class="mt-3 mb-1 px-2"><b>EDUCATION</b></h1>
<hr class="border-gray-900" />
<div class="mt-2 px-2">
<div class="flex flex-col sm:flex-row justify-between">
<h1 class="text-md font-bold">
Information Technology Engineer
</h1>
<b>2020 - Present</b>
</div>
<div class="flex flex-col sm:flex-row justify-between">
<i>Vietnam-Korea University of Information and Communication Technology</i>
<i>Da Nang City, Vietnam</i>
</div>
</div>
</div>
</body>
</html>