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newking9088/README.md

👋 Hi, I'm Nawaraj Paudel

I'm an accomplished Machine Learning and Generative AI Engineer with a PhD in Quantitative Modeling from Florida State University. With nearly a decade of expertise in data science, machine learning, and AI, I specialize in leveraging cutting-edge technologies to solve complex problems and drive business outcomes.

🚀 Featured Projects

💰 Banking Marketing Strategy Optimization

  • Increased term deposit subscription rates by 66% and reduced campaign costs by over 50% using advanced ML models
  • Achieved a 77% recall rate and a balanced F1 score of 0.662, significantly boosting customer value and profitability
  • Blog Post

📈 SmartFinance AI: Intelligent NASDAQ-100 Analytics Platform

  • Optimized return on investment by 12% through strategic analysis of NASDAQ-100 companies using 31 financial metrics
  • Developed an interactive LLM-powered cloud-hosted application for dynamic data exploration and analysis
  • Blog Post

🏠 Automated ML Pipeline for Real Estate Price Prediction & Recommendation

  • Achieved 95% accuracy in predicting property prices with a margin of error within 5%
  • Enhanced property recommendations tailored to customer preferences using KNN and collaborative filtering
  • Bologpost

🔋 Battery Intelligence & Optimization

  • Developed a Python package for battery cell parameterization, projected to save $1M annually
  • Fine-tuned Llama 3.1 8B Instruct 128k for battery intelligence data analysis using prompt commands
  • Engineered an automated tool for swift data extraction from AWS Grafana/Redshift
  • GitHub Repo

🧲 Superconducting Materials Research

  • Established a benchmark in low-temperature superconductors with 99.7% accurate predictions of magnetic strength
  • Published a high-impact journal article modeling magnetic strength
  • Published Paper
  • Secured a Department of Energy grant for research utilizing computer vision and unsupervised clustering

💻 Technical Skills

ML & AI Frameworks: Generative AI | Machine Learning | Deep Learning | Data Science | Statistical Modeling | NLP | RAG | LLM | BERT | LSTM | Llama | Gemma

Programming: Python | SQL | R | Java | HTML5

Databases: PostgreSQL | MySQL | DynamoDB | MongoDB

Libraries: NumPy | Pandas | Scikit-learn | PyTorch | TensorFlow | Keras | NLTK | XGBoost | SVM | CatBoost | LightGBM | AdaBoost

Visualization & BI: Matplotlib | Plotly | Ggplot2 | Dash | Altair | PowerBI | Tableau

Cloud & DevOps: AWS | Redshift | Grafana | QuickSight | Streamlit

Project Management: Git | Jira | Confluence | Agile | Cross-functional Collaboration

🎓 Education

PhD in Quantitative Modeling, Applied Physics | Florida State University | 2020-2023

MS Applied Physics and Data Science | Florida State University | 2017-2020

🏅 Certifications

  • DeepLearning.AI TensorFlow Developer | Coursera | 2020
  • Natural Language Processing in TensorFlow | DeepLearning.AI, Coursera | 2020

🤝 Let's Connect

I'm passionate about pushing the boundaries of what's possible with AI and machine learning. If you're interested in collaborating on innovative projects or discussing potential opportunities, feel free to reach out!

📧 Email: newking9088@gmail.com

💼 LinkedIn: https://www.linkedin.com/in/nawarajpaudel/

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  1. marketing_campaign_customer_segmentation_classification marketing_campaign_customer_segmentation_classification Public

    This repository contains a machine learning project to optimize marketing strategies for bank term deposits. Using models like Logistic Regression, Random Forest, SVM, KNN, XGBoost and Neural Netwo…

    Jupyter Notebook 1

  2. marketing_campaign_ml_prediction_dashboard marketing_campaign_ml_prediction_dashboard Public

    Transform your marketing strategy with our intuitive ML Prediction Dashboard, providing real-time, data-driven insights to optimize campaign success.

    PowerShell 1

  3. nasdaq100_hedge_fund_dashboard nasdaq100_hedge_fund_dashboard Public

    LLMs empower hedge funds and investors to leverage NASDAQ-100 insights, making informed decisions with key financial metrics. An LLM-powered app allows uploading financial reports and images for an…

    Jupyter Notebook 1

  4. real_estate_cost_estimation_and_property_recommendation real_estate_cost_estimation_and_property_recommendation Public

    We've developed an intelligent real estate recommendation engine that achieves 95% accuracy in price predictions while personalizing property suggestions to individual preferences. By implementing …

    Jupyter Notebook 1 3

  5. A-B-N_testing_best_charging_algorithm A-B-N_testing_best_charging_algorithm Public

    This repository contains code and documentation for evaluating battery charging algorithms through statistical analysis. We developed a framework for comparing multiple charging algorithms against …

    Jupyter Notebook 1

  6. Battery-Intelligence-and-Automation Battery-Intelligence-and-Automation Public

    This repo contains information about battery intelligence and data pipeline automation.

    1