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aksh-ay06/README.md

👋 Hi there, I’m Akshay Patel

🎓 Graduate Research Assistant @ WVU
🌱 Lifelong learner | 👨‍💻 Code + Research + Real-world Impact
📌 Interests: Machine Learning • AI Agents • Sustainability • Computer Vision • Energy Systems

🚀 About Me

I'm a curious engineer-turned-data-scientist currently exploring the intersection of machine learning, environmental analytics, and human-centric AI. My journey spans from industrial process optimization to predictive modeling for sustainability and behavioral energy efficiency.

I’m a big believer in:

  • 👁️ Explainability > Black box magic
  • ⚙️ Systems thinking > One-off scripts
  • 📊 Evidence > Hype

🛠️ Tech Stack

Languages:
Python, C++, SQL, JavaScript, Bash

Data & ML:
scikit-learn, PyTorch, XGBoost, SHAP, LIME, Optuna, Imbalanced-learn, tslearn

Visualization:
Matplotlib, Plotly, Seaborn, D3.js

Cloud & DevOps:
AWS (EC2, S3, Lambda), Docker, Git, Kubernetes, Airflow

Others:
Pandas, NumPy, FastAPI, PostgreSQL, Streamlit

📂 Featured Projects

Project Description Tech
🌿 BRFSS x P2 Cancer Model Multilevel ML modeling combining CDC health survey (BRFSS) and state-level pollution data to predict cancer incidence scikit-learn, SMOTE, SHAP

✍️ Blog / Writing

I write about data science, sustainable systems, and tech philosophy.
Coming soon at akshayxcode.dev 🚧

Sample articles:

📬 Connect With Me

“You don't need to be a genius to change the world. Just be consistently curious.” 🌎

⭐ Feel free to explore, fork, or collaborate. Pull requests and discussions welcome!

Pinned Loading

  1. Automated-Defect-Detection-System-for-Quality-Assurance-in-Manufacturing Automated-Defect-Detection-System-for-Quality-Assurance-in-Manufacturing Public

    Jupyter Notebook

  2. Bank-Credit-Card-Default-Predictions Bank-Credit-Card-Default-Predictions Public

    This repository covers an end-to-end machine learning pipeline, from data ingestion to model deployment, for credit card default prediction. Steps include data cleaning, EDA, feature engineering (d…

    Jupyter Notebook

  3. Operational-Efficiency-Analysis-Machine-Learning-for-Heating-Tunnel-Optimization Operational-Efficiency-Analysis-Machine-Learning-for-Heating-Tunnel-Optimization Public

    Jupyter Notebook

  4. Autonomous-Mobile-Robot-Path-Planner Autonomous-Mobile-Robot-Path-Planner Public

    A comprehensive Python package for autonomous mobile robot (AMR) path planning with dynamic obstacle avoidance and real-time simulation capabilities.

    Python 1