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Achievement: Pull Shark

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aksh-ay06/README.md

Akshay Patel

MS in Industrial Engineering |Data Scientist & Machine learning Engineer

I specialize in building intelligent systems that bridge the gap between complex data and actionable industrial insights. My work ranges from optimizing energy grids to engineering NLP pipelines for cybersecurity compliance.

My skillset includes;

  • Programming Languages : Python,C++,JavaScript
  • Databases: PostgreSQL,Mongodb,OpenSearch,ElasticSearch
  • Machine Learning : Classification,Regression,KNN,SVM,Neural Netwoks,PCA,
  • Framework/Libraries/Tools: React,Pytorch,MLFlow,Scikit-Learn

Contact

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

Profile views

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  1. Machine-Learning-Fall-2025 Machine-Learning-Fall-2025 Public

    County-level machine learning analysis predicting food insecurity, diabetes prevalence, and obesity hotspots in the U.S. using USDA food access and socioeconomic data, featuring robust preprocessin…

    Jupyter Notebook 1

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

    Classroom assignment for IENG 493C where our team built a basic image classifier to detect defects in cell phone cases coming off a conveyor belt

    Jupyter Notebook

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

    Classroom assignment for IENG 493C where our team built an unsupervised machine learning algorithm to identify operational inefficiencies and potential sources of quality defect

    Jupyter Notebook

  4. RAG RAG Public

    A RAG system that pulls in arXiv CS papers every day and lets you ask questions about them through a chat interface. All LLM inference runs locally, so no OpenAI key is needed.

    Python

  5. 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

  6. Quality-and-Reliability-Engineering-Final-Project Quality-and-Reliability-Engineering-Final-Project Public

    An applied Quality and Reliability Engineering course project implementing multivariate statistical process control using PCA and Hotelling’s T².

    Jupyter Notebook