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🎯
Building Somthing New
🎯
Building Somthing New
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Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2

Achievements

Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2

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KumudithaSilva/readme.md

👋 Hi, I'm Kumuditha Silva.

💬 About Me:

  • AI/ML Engineer focused on building production-grade intelligent systems that create real-world impact and drive innovation.
  • Experienced in software engineering, with a focus on deploying scalable machine learning systems on AWS & GCP.
  • Delivered impactful solutions across industries including banking and telecommunications, solving real business problems with scalable architectures.
  • Strong interest in machine learning systems design, including RAG pipelines, LLMs, and AI agents.

🌿 My Vision:

  • To build impactful AI systems that create meaningful and measurable change across industries and society.
  • Focused on the full machine learning lifecycle, from data exploration and model development through evaluation, deployment, and system optimization.
  • Passionate about scalable machine learning systems powered by modern ML pipelines, focused on building efficient, production-ready AI solutions.

🤝 Open for Collaboration:

  • Open to collaborating on projects involving full-stack engineering, machine learning, and cloud technologies to build scalable and impactful solutions.

📬 Contact Me:

🧰 Technical Tools:

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  1. mlflow-dvc-food-spoilage-detector mlflow-dvc-food-spoilage-detector Public

    Food Spoilage Detector — End-to-end AI/ML system for detecting food spoilage in supply chains. Combines computer vision, TensorFlow, MLOps (DVC & MLflow), FastAPI, Streamlit, Docker, and AWS for sc…

    Python 1

  2. llama3-domain-adaptation llama3-domain-adaptation Public

    Fine-tuning Llama 3.2 using LoRA and quantization on a custom dataset for efficient inference.

    Jupyter Notebook

  3. multi-tool-chat-assistant multi-tool-chat-assistant Public

    Multi-tool AI chat assistant for grocery stores | Answer item questions, check stock & quantities, generate quotes, and send via tool calls, leveraging Python, GPT-4, LLM tool calls, FPDF, Mailtrap…

    Python

  4. rag-eval-system rag-eval-system Public

    RAG Eval System – Benchmark RAG techniques to identify the most accurate and effective setup and configurations for reliable retrieval and actionable insights.

    Python

  5. openvoice-audio-summarizer openvoice-audio-summarizer Public

    OpenVoice Audio Summarizer – An open-source platform that turns audio recordings into quick summaries and actionable insights, built with Pytorch, Falcon, Whsiper, Quantization, FastAPI and Streamlit.

    Python

  6. lexicards lexicards Public

    📚 LexiCard — Flashcards to master languages, one word at a time! 🌏✨ With audio cues, progress tracking, and OOP/SOLID design for effective learning.

    Python