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Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Shark

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Shark

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SanaliSLokuge/README.md

Sanali Lokuge

Software Engineer | AI & Data Science Developer | Automation Enthusiast

Based in Sri Lanka • Open to Internships and Graduate Opportunities

Profile Views

About Me

I build practical software solutions using Python, Java, and modern AI tools. My experience spans machine learning, large language model applications, automation pipelines, and full-stack development.

I enjoy turning real-world problems into scalable, production-oriented systems—from object detection models and retrieval-augmented chatbots to REST APIs and intelligent automation workflows.

Featured Projects

Smart Article Assistant

AI-powered application that summarizes articles from URLs or RSS feeds and generates multiple-choice flashcards for learning.

Tech Stack: Python, Streamlit, LangChain, OpenRouter, BeautifulSoup

Document Question Answering System

Retrieval-augmented application that answers questions from uploaded documents using TF-IDF search and LLM-based response generation.

Tech Stack: Python, NLP, GPT-4o-mini

Memory-Augmented AI Agent

Conversational agent with persistent memory and context-aware responses.

Tech Stack: Python, Agno, Mem0, DistilGPT-2

Breast Cancer Survival Prediction

Machine learning pipeline using classification, regression, and ensemble models to predict mortality status and survival months from SEER data.

Tech Stack: Python, Scikit-learn, Pandas, Matplotlib

Land Evaluation Object Detection

Computer vision system that detects land-use features from satellite images using Faster R-CNN and COCO evaluation metrics.

Tech Stack: Python, PyTorch, OpenCV, Labelme

Real-Time Event Ticketing System

Multi-threaded ticket booking platform with Spring Boot backend and vendor-customer simulation.

Technical Skills

Languages: Python, Java, JavaScript, SQL, HTML, CSS

Frameworks & Libraries: Spring Boot, React, Scikit-learn, PyTorch, OpenCV, LangChain, Pandas, NumPy

Tools & Platforms: Git, GitHub, Docker, Maven, Jupyter, Google Colab, Postman, Jenkins, Selenium

Core Areas: Machine Learning, LLM Applications, Retrieval-Augmented Generation (RAG), Automation, REST APIs, Computer Vision

Connect With Me

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  1. Mem0-Agno-Agent-Interaction-with-Chaining-Logic Mem0-Agno-Agent-Interaction-with-Chaining-Logic Public

    An interactive AI agent system demonstrating how to store, retrieve, and reason with long-term memory using Mem0, Agno agents, and GPT-2 in a simple command-line interface.

    Jupyter Notebook 3

  2. Breast-Cancer-ML-Prediction Breast-Cancer-ML-Prediction Public

    Machine Learning project using classification, regression, and ensemble techniques to predict breast cancer mortality status and survival months using clinical data. Built with scikit-learn, decisi…

    Jupyter Notebook

  3. id-tagging-schema id-tagging-schema Public

    Forked from openstreetmap/id-tagging-schema

    🆔🏷 The presets and other tagging data used by the iD editor

    JavaScript

  4. BookStore-API BookStore-API Public

    A Bookstore application using Java JAX-RS. It simulates an e-commerce environment with CRUD functionality for books, authors, customers, shopping carts, and orders.

    Java