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VLTSankalpa/README.md

👋 Hi, I'm Tharindu Sankalpa.

🔍 About Me:

  • 🛠️ I'm passionate about using AI, ML, and data solutions to make a real difference in the world.
  • ☁️ I have extensive experience deploying data engineering and ML projects on Google Cloud and AWS.
  • 🌐 My work spans various industries like telecommunications, banking, and manufacturing, where I apply AI to solve complex issues.

🌱 My Vision:

  • 📊 I aim to leverage Big Data, ML, and AI to uncover insights that not only address immediate challenges but also have a lasting positive impact.
  • 💡 I'm always exploring new technologies in NLP, machine learning models, and MLOps to stay ahead of the curve.
  • 🧠 I focus on developing smarter IoT applications and advancing time series forecasting and anomaly detection.

🤝 Looking to Collaborate:

  • 🔬 I'm open to partnerships that explore innovative solutions in Big Data, Deep Learning, NLP, and Network Automation.

🔗 Contact Me:

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  1. tharindu-sankalpa/frozen-lake-dql tharindu-sankalpa/frozen-lake-dql Public

    Implementing Deep Reinforcement Learning (Deep Q-Learning) for the Frozen Lake Environment ❄️ with PyTorch 🔥

    Python

  2. AWS-Banking-CDP-CaseStudy AWS-Banking-CDP-CaseStudy Public

    This repository details a case study for building a secure, scalable Customer Data Platform (CDP) for banking using AWS. It covers the use of Lambda, Kinesis, Glue, S3, Athena, and SageMaker for se…

    1

  3. TelcoChurnPrediction-VertexAI TelcoChurnPrediction-VertexAI Public

    This GitHub repository contains the complete codebase for a telecom churn prediction binary classification task. It uses a specific dataset to demonstrate thorough exploratory data analysis (EDA), …

    Jupyter Notebook 1

  4. car-price-pred-aws-mlops car-price-pred-aws-mlops Public

    This repository contains the resources and source code for a machine learning project aimed at predicting car prices. The project leverages AWS services, including Lambda and API Gateway, and follo…

    Jupyter Notebook 1

  5. stock-market-data-analysis stock-market-data-analysis Public

    This repo provides predictive analysis to estimate shares outstanding for public companies using stock market data from SEC 10K filings. It contains data exploration, feature engineering, model tra…

    Jupyter Notebook

  6. PrivateChatGPT-Setup-Llama-7B PrivateChatGPT-Setup-Llama-7B Public

    This repository showcases my comprehensive guide to deploying the Llama2-7B model on Google Cloud VM, using NVIDIA GPUs. As an open-source alternative to commercial LLMs such as OpenAI's GPT and Go…

    Shell 1 1