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sminerport/README.md

Scott Miner

Data & Full-Stack Engineer · Denver, CO
MS in Data Analytics (AI/ML) · Python · C# / .NET · SQL · TypeScript · Azure · AWS · Docker · Kubernetes

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About

  • I build data pipelines, APIs, and web apps, mostly in Python and C# / .NET. Over the years I've worked as a data engineer, analyst, data scientist, and software engineer.
  • Lately I've been building a microservices eCommerce platform (.NET services, Angular front end, deployed with Docker Compose and Kubernetes) and writing about ASP.NET Core on my blog.
  • I care about clean design, automation, and shipping products that work.
  • Off the clock you'll find me listening to music or strength training.

Featured projects

Project What it is Built with
eCommerceMicroservices Microservices-based eCommerce platform with an Angular front end. Each service lives in its own repo and deploys with Docker Compose or Kubernetes. Angular · TypeScript · C# / .NET · Docker · Kubernetes
SequencePredictionANN Neural network that predicts the next number in a sequence, with separate classes for data prep, architecture, and training. Python · NumPy · scikit-learn
IMDbSentimentClassifier Bidirectional LSTM with GloVe embeddings that classifies IMDb reviews as positive or negative. Python · TensorFlow · NLP
HealthcareExpertSystem Rule-based expert system for heart failure telemonitoring, built to support patient self-care and clinical management. Python · Pyke
FollowEqualizer Desktop tool for managing GitHub followers and starred repos, with multithreading and real-time caching. Python · PyQt5 · GitHub API
EnhancedTextWriterCOM C# COM object registered for use from VBA, demonstrating early and late binding, with a companion blog post. C# · COM · VBA

More projects are pinned below and listed under repositories.

Skills

Area Technologies
Languages Python · C# · SQL · TypeScript / JavaScript · R · Java · C / C++ · Bash
Web & APIs ASP.NET Core · Flask · Django · Node.js · REST · Angular · React · Vue · HTML / CSS · Bootstrap · Tailwind
Data & ML Pandas · NumPy · scikit-learn · TensorFlow · NLP · Jupyter
Databases PostgreSQL · SQL Server · MySQL · Oracle · SQLite · MongoDB · Redis
Cloud & DevOps Azure · AWS · GCP · Docker · Kubernetes · GitHub Actions · Nginx · RabbitMQ
Tools Git / GitHub · VS Code · PyCharm · IntelliJ · Postman · Jira · Linux / WSL

Latest blog posts

Updated automatically every hour · Subscribe via RSS

Contribution activity

3D contribution graph for the past year, regenerated nightly

Listening to

What I'm listening to, via Last.fm. Refreshed every 30 minutes.

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  1. eCommerceMicroservices eCommerceMicroservices Public

    Microservices-based eCommerce platform with an Angular frontend. Services are submodules and can be deployed via Docker Compose or Kubernetes.

    TypeScript 3 1

  2. IrisKNNClassifier IrisKNNClassifier Public

    Iris flower classification using k-Nearest Neighbors (k-NN) algorithm in Python. Simple, effective ML model for species prediction.

    Python 1

  3. TextAugmentor TextAugmentor Public

    This repo offers a Python script using NLPAug library & RTT to augment text datasets. It processes TXT files in "data/" folder, translating text and creating augmented versions. Augmented data enha…

    Python 2

  4. EightPuzzleSolver EightPuzzleSolver Public

    A* search algorithm implementation for solving 8-puzzle problem. Includes code modularization, performance optimization and solvability checking features.

    Python 2

  5. FollowEqualizer FollowEqualizer Public

    A Python-based tool built with PyQt to manage your GitHub followers and starred repositories, offering automated exception management, multi-threading, and real-time cache handling for faster opera…

    Python 3

  6. SequencePredictionANN SequencePredictionANN Public

    Predict next number in a sequence using a simple ANN. Modularized code with classes for data preparation, neural network architecture, and training.

    Python 9 2