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fabiantoh98/readme.md

Hi, I'm Fabian 👋

AI/ML Engineer currently at AI Singapore (AI Apprenticeship Program), building computer vision and agentic AI systems.

What I'm Working On

  • Satellite image change detection using deep learning
  • Agentic RAG systems with tool use and self-correction
  • MCP (Model Context Protocol) integrations for developer productivity

Tech Stack

AI/ML: PyTorch · Transformers · LangChain · Haystack · RAG · Computer Vision · NLP Backend: Python · FastAPI · Django · Flask Frontend: React.js · Streamlit Cloud & Tools: AWS · Docker · Git · ChromaDB

Featured Projects

Project Description
Edge AI RAG Bot RAG chatbot with FastAPI + Streamlit + evaluation pipeline
LLM Fine-tuning QLoRA fine-tuning on consumer GPUs with full eval suite
TODO MCP Server MCP server for code TODO tracking, integrates with Claude
ESG Platform ESG reporting platform (HackOMania 2024)

Connect

LinkedIn Portfolio

Popular repositories Loading

  1. Python-Lesson Python-Lesson Public

    Here are some self created basic python lesson. Open for public use

    Jupyter Notebook 1

  2. CIFAR10 CIFAR10 Public archive

    Assignment on CIFAR10

    Jupyter Notebook

  3. MNIST MNIST Public archive

    Apply a simple neural network on the MNIST dataset using keras

    Jupyter Notebook

  4. AlwaysOpen7-11 AlwaysOpen7-11 Public

    HTML

  5. fabiantoh98.github.io fabiantoh98.github.io Public

    JavaScript

  6. chess-bun-app chess-bun-app Public

    JavaScript