About me

As an AI engineer, I empower organizations by developing cutting-edge applications powered by large language models (LLMs). My expertise lies in creating production-ready retrieval-augmented generation (RAG) pipelines and building robust FastAPI-based artificial intelligence services. With a strong foundation in Python and machine learning, I excel in system integration, model evaluation, and seamless cloud deployment using Docker, AWS, and Azure. My unwavering focus is on enhancing factual accuracy, minimizing hallucinations, optimizing latency, and transforming business requirements into effective AI and backend solutions.

What I'm doing

  • Backend development

    Backend development

    Develop robust backend architectures to ensure reliability, performance, and maintainability in real-world environments.

  • AI Engineer

    AI Engineer

    Design and develop production-ready, AI-powered systems using machine learning models or LLMs.

  • Chatbot Development

    Chatbot Development

    Build LLM-powered chatbots, such as RAG and agentic, to enhance customer interaction, enable real-time information access, and significantly reduce manual operational workload.

Testimonials

  • Kaung Hein Htet

    Kaung Hein Htet

    He has a solid technical foundation in natural language processing and machine learning, along with practical experience in backend systems such as APIs, databases, and model integration. He is capable of translating AI concepts into reliable, production-ready backend solutions. Min Khant is a responsible and collaborative professional who communicates clearly, adapts quickly, and consistently delivers quality work. I am confident he would be a strong addition to any team working in AI-driven or backend-focused roles.

  • Hlan Pyae

    Hlan Pyae

    During his time with us, Min Khant has demonstrated solid full-stack development skills. He has contributed to building responsive and user-friendly interfaces using React.js, while also supporting backend development through Python & Fast API for RESTful API design and integration. Additionally, he has experience working with PostgreSQL, ensuring efficient data handling and maintaining good coding standards. Beyond his technical abilities, Min Khant consistently shows strong problem-solving skills, with the ability to identify issues and deliver effective solutions. He is also a collaborative team player, communicating clearly and working effectively with team members in a remote environment. He consistently demonstrates professionalism, a strong willingness to learn, and a commitment to delivering high-quality work. I am confident that he would be a valuable addition to your organization.

Kaung Hein Htet
quote icon

Kaung Hein Htet

He has a solid technical foundation in natural language processing and machine learning, along with practical experience in backend systems such as APIs, databases, and model integration. He is capable of translating AI concepts into reliable, production-ready backend solutions. Min Khant is a responsible and collaborative professional who communicates clearly, adapts quickly, and consistently delivers quality work. I am confident he would be a strong addition to any team working in AI-driven or backend-focused roles.

Clients

  • Canopus Can-Trading Co., Ltd.

Experiences and Skills

Education

  1. University of Technology (Yatanarpon Cyber City) (Bachelor of Engineering (Electronics and Communication))

    Dec. 1, 2015 - March 31, 2020

    There, I learnt a wide range of topics that are essential to understanding both the theory and practical aspects of electronics. This involves programming fundamentals, computer architecture, electronic power systems, microcontrollers, embedded engineering, network communication, problem-solving, collaboration, and communication soft skills.

  2. University of the People (Bachelor of Science in Computer Science)

    Sept. 1, 2024 - Present

    At this university, I study various topics in computer science, including both theoretical and practical aspects. This encompasses programming fundamentals with Python and Java, computer architecture, databases, data structures, and so on.

Experience

  1. AI Engineer

    EBP Myanmar Branch June 1, 2023 - May 27, 2024

    At the Myanmar branch of a Japan-based IT company, I worked on AI and machine learning projects primarily serving Japanese public-sector clients. My role focused on refining and evaluating machine learning and deep learning models across NLP, computer vision, and generative AI applications, with an emphasis on experimentation, model comparison, and performance optimization. I analyzed large-scale training and evaluation datasets, resolved complex data quality issues such as Unicode normalization between half-width and full-width characters, and built custom preprocessing pipelines and visualization utilities to support exploratory analysis, model debugging, and reproducible ML experimentation. I also conceptualized and developed fingerprint classification approaches by comparing rule-based minutiae similarity, CNN-based classification, and Siamese-network models using extracted minutiae features, achieving up to 95% accuracy. In addition, I enhanced end-to-end BERT-based workflows covering data analysis, feature engineering, pipeline design, model training, fine-tuning, and evaluation, achieving approximately 80% accuracy on target tasks. I collaborated closely with engineering teams to integrate AI models into production-oriented web applications and practical business workflows.

  2. AI Engineer | Backend Developer (Python)

    GoldSilver Central Co., Ltd. May 27, 2024 - Nov. 30, 2025

    For a Singapore-based gold and silver trading company, I engineered and implemented an AI-powered WhatsApp chatbot designed to support business operations through reliable, domain-specific responses. I developed a Retrieval-Augmented Generation (RAG) pipeline to improve factual grounding, response relevance, and answer quality, while evaluating multiple LLM approaches including fine-tuned GPT-2, quantized TinyLlama, Llama 2 instruction models, and OpenAI Response APIs to compare accuracy, latency, maintainability, and hallucination control. I built robust Python/FastAPI backend APIs and deployed automated workflows on Azure, helping reduce manual workload by approximately 90% and improve operational efficiency. After identifying hallucination and incorrect tool-calling issues, I migrated the system to a production-ready ReAct agentic architecture, improving reliability, accuracy, latency, and long-term maintainability. I also created webhook-driven automation pipelines and worked closely with stakeholders to translate business requirements into modular, extensible AI workflow solutions.

  3. Backend Developer (Python, Freelance)

    Canopus Can-Trading Co., Ltd. Aug. 1, 2025 - Present

    At Canopus Can-Trading Co., Ltd., a Singapore-based networking company providing maritime connectivity solutions for vessels, I built and maintained Python/FastAPI backend services supporting vessel data ingestion, business logic, and API workflows. I designed RESTful APIs and database workflows to enable seamless data exchange between backend services, external systems, and user-facing web interfaces, while refactoring the backend into controller, service, and repository layers to improve maintainability, scalability, and long-term readability. I optimized PostgreSQL queries, schema usage, and caching flows after RBAC validation, improving data retrieval performance and reducing latency by up to 97%. I also integrated third-party data sources, implemented validation pipelines to improve data consistency and reliability, and deployed backend services on AWS using Docker, Nginx, security middleware, rate limiting, and controlled inbound/outbound network rules. Throughout the project, I collaborated closely with frontend developers and stakeholders to translate business requirements into reliable APIs, production-ready workflows, and scalable system designs.

My Skills

  • Machine Learning
    100
  • Tensorflow
    80
  • PyTorch
    80
  • LLM
    90
  • Computer Vision
    65
  • API Development
    90
  • Cloud
    65
  • Chatbot Development
    85
  • HTML
    60
  • CSS
    60
  • JavaScript
    60
  • SQL
    90
  • Java
    75
  • Python
    100
  • Django
    70
  • FastAPI
    100
  • Docker
    60

Portfolio

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