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Nikhil-Doye/README.md

👋 Hello, I'm Nikhil Doye!

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Welcome to my GitHub! I am a passionate Software Engineer specializing in AI/ML powered products, with a knack for solving problems through data-driven insights. Whether it's exploring the depths of data, building machine learning models, or visualizing stories, you'll find me immersed in the world of data science and analytics.


🚀 About Me

  • 🎓 New Grad: Artificial Intelligence.
  • 💻 Professional Role: Software Engineer @Fix-It 24/7 | Teaching Assistant for Python & Polars.
  • 📍 Location: Boston, enjoying its beautiful architecture and rich history(Flexible to Relocate!!).
  • 🌍 Passion: Making a difference in individuals' lives through impactful projects.

🏢 Past Work Experiences

  • Software Engineer @Fix-It 24/7: Integrated external fintech APIs for real-time portfolio analytics, streamlining client reporting workflows for wealth management products.
  • Teaching Assistant for Python & Polars: Guiding students in mastering data manipulation and analytics for marketing.
  • City of New York's Data Science Department: Analyzed NYC noise complaints to provide actionable insights for city planners.
  • Mapping Specialist for Spatial Data Projects: Created thematic maps using Tableau to visualize spatial health and environmental data.

🏆 Achievements

  • 🥇 Ranked World No.1️⃣ SQL Developer (Practice) on Hacker Rank.
  • 🥈 Achieved Silver Medal during NeuroHack by building a BERT model to understand service ticket descriptions and later using HDBSCAN for automated ticket categorization.
  • 🥉 Earned Bronze Medal in Kaggle Competition to predict student drop-out rates using machine learning models like logistic regression and random forest, later employing hyperparameter tuning to enhance performance.

🛠️ Technical Skills

  • Data Analysis: Python (Pandas, Polars), SQL, Power BI, Tableau.
  • Machine Learning: Scikit-learn, TensorFlow, Computer Vision.
  • Data Visualization: Plotly, Matplotlib, Seaborn.
  • Cloud & DevOps: AWS (EC2, S3, CI/CD Pipelines).
  • Experiment Tracking: MLflow for model tracking and registry.
  • Blockchain Development: Post-conditions for Stacks (STX), Solana, Polygon.

📈 GitHub Highlights

🛠 Projects


🔬 Research Interests

  • Data Science for Social Impact.
  • Enhancing Machine Learning Pipelines.
  • Real-time Analytics and Dashboards.


🔗 Let's Connect


🌟 Fun Fact

When I’m not analyzing data, you’ll likely find me experimenting with recipes in the kitchen or exploring the hidden gems of Boston. Data and good food are my favorite combinations!

Let's collaborate and create something amazing together!

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  1. Hotel-Reservation-Prediction Hotel-Reservation-Prediction Public

    End-to-end MLOps pipeline automating data ingestion, model training, experiment tracking, versioning, and CI/CD deployment. Built with MLflow, Flask, GCP, and Docker to deliver a scalable, producti…

    Python

  2. voice-enabled-browser-automation voice-enabled-browser-automation Public

    Voice-controlled browser automation with real-time DOM analysis. Speak commands, get actions executed via Deepgram transcription, LLM intent parsing, and Playwright automation. Built with TypeScrip…

    TypeScript 1

  3. auto-ml-agent auto-ml-agent Public

    Autonomous machine learning pipeline orchestrated by LLMs that automates the complete ML lifecycle from data preprocessing to model deployment without manual intervention. Features multi-agent arch…

    Python

  4. Gender-Payment-Disparity-Analysis Gender-Payment-Disparity-Analysis Public

    This repository contains an analysis of gender payment disparities in the biotech industry (2021-2023). It highlights systemic inequities and provides actionable recommendations to promote workplac…

    Jupyter Notebook

  5. ITC6355-Web-Dev-1 ITC6355-Web-Dev-1 Public

    🍕The Slice Haven Pizza Website is a full-stack application offering a dynamic menu, secure user authentication, and interactive cart functionality. Powered by Node.js, Express.js, and PostgreSQL, i…

    HTML

  6. insurance_purchase insurance_purchase Public

    Predicting vehicle insurance purchases just got smarter! This repository combines the power of machine learning with seamless deployment, featuring an advanced preprocessing pipeline, top-notch mod…

    Jupyter Notebook

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