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ThilinaPerera-DataAnalytics/README.md

Certified Power BI Data Analyst (PL 300) | Advanced Excel, SQL, Python | 9+ years in FMCG, Warehousing, Logistics

As a Microsoft Certified Power BI Data Analyst (PL-300), I specialize in transforming complex data into compelling narratives and actionable insights through Descriptive, Diagnostic and Predictive Analytics with Visual Storytelling.

My unique advantage is a 9+ year foundation in the Food industry, Warehousing, and Logistics, where I ensured ISO, HACCP, and FSSC 22000 compliance, while optimizing processes, and driving continuous improvement. This hands-on experience gives me a deep understanding of the operational challenges that data can solve.

Currently, I am focused on Data science and Analytics, leveraging Excel, SQL, Power BI and AI/ Machine Learning with Python to deliver data-driven solutions. Furthermore, I am continuously expanding my expertise into Deep Learning, Natural Language Processing, LLMs, and Building Automated Data Pipelines, etc.

I offer a rare blend of practical industry knowledge and modern technical skills, which uniquely positions me to help organizations leverage their data for greater efficiency, innovation, and growth.

🌐 Find me on:

LinkedIn TikTok YouTube email

💻 My work is flavoured with:

Excel Power Bi VS Code Postgres SQLite DBeaver Python Jupyter Anaconda Pandas NumPy Matplotlib Seaborn Imbalanced Learn scikit-learn TensorFlow spaCy PyTorch PIL Langchain ChromaDB Hugging Face Streamlit Adobe Photoshop Git GitHub Ollama DeepSeek-R1:1.5B Docker Docker Compose Apache Airflow

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Thilina Perera/ Data with TP

📌 Data Science/ Data Analytics
📌 Exploring Data Engineering, Machine Learning, Deep Learning, LLM, NLP, and Automated Data Pipelines.

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  1. ML_Projects_ChatBot_for_Infotech_College ML_Projects_ChatBot_for_Infotech_College Public

    A Retrieval-Augmented Generation (RAG) powered chatbot built for Infotech College, enabling students and visitors to ask questions about courses, admissions, campus life, and more. This project sho…

    Python

  2. ML_Projects_Spam_Email_Classifier ML_Projects_Spam_Email_Classifier Public

    A robust Spam Email Classification System that leverages NLP/ NLU and Machine Learning techniques to distinguish spam from legitimate emails. This project meticulously explores two data balancing s…

    Jupyter Notebook

  3. ML_Projects_Animal_Images_Classifier ML_Projects_Animal_Images_Classifier Public

    Animal image classifier model CNN with PyTorch. (Individual Project 01 - Infotech College of Business and IT - Machine Learning with Advanced Python)

    Jupyter Notebook

  4. SQL_Project_Data_Job_Analysis SQL_Project_Data_Job_Analysis Public

    SQL project fueled by PostgreSQL + VSCode + Power BI

  5. Reinventing_Warehousing_-_Logistics_AI_ML_DL_-_Automation Reinventing_Warehousing_-_Logistics_AI_ML_DL_-_Automation Public

    Analyzing the impact of Artificial Intelligence, Machine Learning, Deep Learning, and Automation on warehousing and logistics