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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Quickdraw

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luphone04/README.md

Hi, I'm Lu Phone Maw 👋 Call me Richard!

ML/AI Engineer · Burmese grad in Thailand

I’m an ML Engineer / MLOps engineer focused on turning experiments into production ML systems that create measurable business impact. I build end-to-end pipelines—from data ingestion and feature workflows to training, evaluation, deployment, and monitoring—so models are reliable, reproducible, and easy to iterate on. I enjoy bridging research and engineering to deliver ML products that scale and keep improving after launch.

🚀 Experiences

  • LLM Fine-tuning for ATE & ASC – Finetuned Llama 3 8b and Mistral 7b model with improved F1 & accuracy for extacting important aspect words from domain specific reviews and analyzing sentiment on each words.
  • Book Publishing Platform – Full-stack book publishing web app for Myat Pwint Book Publishers (invovling embedding semantic search and automated social media posting with n8n).

Check my pinned repos for code and details.

🔄 Currently

  • Learning and Building Machine Learning Engineering Projects

⚙️ Tech Stack

Languages
Python SQL TypeScript JavaScript

ML/AI
PyTorch scikit--learn EDA XGBoost LightGBM Hugging%20Face%20Transformers LangChain QLoRA%2FPEFT Optuna RAG Unsloth

LLMs
Llama%203 Mistral GPT--4 Gemini Prompt%20Engineering RAGAS%20Eval

Databases
PostgreSQL Supabase ChromaDB pgvector BM25

DevOps & Tools
Docker MLflow GitHub AWS CloudFront FastAPI n8n Git

✅ Open to Work

  • MLOPs / ML Engineer
  • LLM Ops / LLM Engineer
  • Fullstack Developer

📫 Contact

Pinned Loading

  1. CustomerRetentionPrediction CustomerRetentionPrediction Public

    MLOPs Learning Project - Customer Retention Prediction

    Jupyter Notebook

  2. TalkToData_Data-Analytics-AI-Agent TalkToData_Data-Analytics-AI-Agent Public

    Agentic AI data analyst using GPT-4o, ReAct pattern, and function calling. Natural language to insights in seconds.

    TypeScript

  3. PneumoniaDetection PneumoniaDetection Public

    Medical image classification with PyTorch, transfer learning, and model interpretability. Deployed with Streamlit.

    Jupyter Notebook

  4. Aspect-based-Sentiment-Analysis Aspect-based-Sentiment-Analysis Public

    Finetune LLM for extracting aspect words from service/product reviews and analyzing aspect's sentiment

    Jupyter Notebook

  5. SourceTrace-rag SourceTrace-rag Public

    AI-powered document Q&A with hybrid search and source citations. Ask questions, get answers with receipts.

    Python

  6. byte-squad-abac/myatpwint byte-squad-abac/myatpwint Public

    Repo for senior project 2. MyatPwint Publishing House.

    TypeScript 3