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  • Universiti Malaya
  • Kuala Lumpur, Malaysia
  • 08:08 (UTC +08:00)
  • LinkedIn in/nicolas-um

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beastNico/README.md

NICOLAS PERERA NIRU ROY

AI Researcher and Data Analyst

LinkedIn GitHub Gmail

About Me

ML Engineer and Data Science practitioner who loves working on deep learning and new AI solutions, from Explainable AI and Continual Learning systems to LLM-powered applications that solve real problems.

Tech Stack & Skills

Languages & Web

Python Java JavaScript SQL HTML5 CSS3 React React Native FastAPI

AI, XAI & Computer Vision

PyTorch TensorFlow Scikit-learn YOLOv11 XAI

Data Engineering, NLP & GenAI

Pandas Power BI DAX spaCy LangChain RAG Vector DBs

Pinned Loading

  1. MedTech-AI MedTech-AI Public

    RAG based AI Assistant

    Python

  2. BIG-FISH BIG-FISH Public

    Java

  3. Drowsy-Detect-CNN-YOLO Drowsy-Detect-CNN-YOLO Public

    Jupyter Notebook

  4. DIGITAL-BANKING-DASHBOARD DIGITAL-BANKING-DASHBOARD Public

    UK Banking App Review Analysis: A data-driven project using text analytics (LDA, BERTopic) on 800k+ Google Play Store reviews.

    Jupyter Notebook

  5. HR-DATA-CONSOLE HR-DATA-CONSOLE Public

    Jupyter Notebook

  6. automotive-sales-intelligence automotive-sales-intelligence Public

    A comprehensive dashboard analyzing automotive market dynamics across 23,906 sales records, featuring YTD/MTD tracking, 25+ DAX measures, and drill-through transaction analysis.