I design and ship production systems at the intersection of software engineering, machine learning, and MLOps—from data pipelines and model deployment to APIs, automation, and applied research. I work end-to-end with product and platform teams to keep systems reliable, observable, and scalable.
- Production ML & agents: LLM/RAG workflows, fine-tuning, coding-agent and SWE-bench–style tooling, evaluation and guardrails in real deployments.
- Data & platforms: ETL, streaming-style pipelines, monitoring, and infra patterns (containers, cloud, Terraform) that support ML and product workloads.
- Web & integrations: Full-stack and API work (Node, React, Django/Flask), Discord/Telegram automation, VS Code extensions, and enterprise platforms where relevant.
- Applied research → product: Computer vision, NLP, classical ML, and notebooks that graduate into maintainable services—not one-off experiments.
Consulting-style work (where applicable): game automation, community/token distribution mechanics with anti-abuse, trading and market data tooling, Web3 (TON/Tact, smart contracts, NFT backends).
Stack and tooling below reflect public and private work and the languages surfaced from collected GitHub metadata.
Languages: JavaScript / TypeScript, C / C++, AMPL, Astro, Batchfile, Blade, C#, CMake, CoffeeScript, CSS, Cuda, Dockerfile, EJS, Elixir, Go, Go Template, Handlebars, HTML, Inno Setup, Java, Jupyter (notebooks), Kotlin, Less, Makefile, Mako, MATLAB, mcfunction, MDX, MQL5, Mustache, Objective-C, Objective-C++, PHP, PLpgSQL, PowerShell, Python, R, Ruby, Rust, SCSS, Shell, Solidity, Starlark, Swift, Tact (TON), TeX, Vue, XSLT, SQL
ML & AI: Classical ML and deep learning, computer vision, NLP, PyTorch, TensorFlow, Keras, OpenCV, MediaPipe, EfficientNet, StyleGAN2, neural ODEs, recommendation (e.g. LightFM), LLMs, RAG, LangChain / LangGraph, QLoRA / fine-tuning, coding agents and SWE-bench–style evaluation.
Data & analytics: ETL, visualization, time series, statistics, data quality, and modeling for decision systems.
Web & applications: Node.js, React, Django, Flask, Discord bots, VS Code extensions, ServiceNow flows, Drupal.
Cloud, infra & MLOps: Azure, Terraform, container workflows, Cloudflare R2, active-container style deployments.
Other domains: Blockchain and Web3 (IOTA, TON, Bittensor agents), exchange and market data, quantum demos (QFT), trading and strategy analysis (non-personal).
| Repository | Description |
|---|---|
| Advanced-Use-of-CLIP-for-Scene-Context-Understanding | Zero-shot scene analysis with OpenAI CLIP (openai/clip-vit-base-patch32 via Hugging Face Transformers). Images are interpreted in three layers—co-occurring entities, activities, and high-level themes—using text prompts… |
| agentic-engineering-with-clojure | A comprehensive guide for using LLM coding agents with Clojure development. |
| ai-agent-learning | Practice repo for a small retrieval-augmented workflow over public GitHub documentation: download markdown as zip archives, chunk it, rank passages with BM25, and optionally turn the top hits into an answer with the… |
| AI-Enhanced-Video-Streaming-and-Recommendation-System | A control-plane API for AI-assisted streaming: adaptive bitrate (ABR) decisions, network forecasting, edge-aware delivery, recommendations, content analysis, unified telemetry ingest, privacy controls, and batch export… |
| Art-NFT-Mint | A Next.js front end for minting art NFTs on-chain. Users connect a wallet, enter an image URL and artwork name, and call the mint function on the deployed ArtNFT ERC-721 contract. |
| Automated-Transformice-user-ban | Python bot that coordinates in-room bans on the Transformice game by running headless caseus TCP clients per account; orchestrates multi-account login, staggered /ban reports, and optional Flash-proxy mode. |
| Automatic-category-identification-and-filter-mapping-for-Products | Focus: Fashion Ecommerce Categories |
| Avitation | NextJS web based admin portal dashboard UI and separated independent Node.js + ExpressJS + MySQL backend to interact with admin portal and avitation Landing page built in wordpress, avitation mobile apps. |
| awesome-elegant-prompts | Want to add a great prompt? |
| Bellman-equation | Small teaching example of discounted infinite-horizon dynamic programming: compute the optimal value function (V^*) and a greedy policy for a toy “student” Markov decision process (Facebook, classes, pub, pass, sleep). |
| Bittensor-Discussion | Notes and summaries on Bittensor (TAO) ecosystem topics—governance, subnets, and related market context. |
| canon-camera-controller | Python API to interact with Canon CCAPI |
| capsult-network-on-brats | Experimental brain tumor segmentation on the BraTS multimodal MRI dataset. The notebook loads NIfTI volumes, builds 2D slice batches, and trains capsule-network variants plus a U-Net baseline using Keras with a Dice… |
| CleanAir | Monorepo for the Clean Cloud web app (cleancloud.cleanair.com): an Express API with a React SPA, MongoDB, Redis, a small Python helper process, and AWS (S3, SES, CloudWatch). AWS Lambda utilities live under… |
| cleenq | Cleenq — TypeScript: utilities, experiments, and small production-minded projects. |
| coco-format-in-pytorch | Load COCO-style instance annotations and train a Faster R-CNN (torchvision) with correctly shaped targets. Includes a reusable dataset class, a small CLI trainer, and a Jupyter walkthrough. |
| coffee-analysis | Tools and experiments around Coffee Quality Institute (CQI)–style Arabica cupping data: scraping certificate pages, cleaning datasets, and training scikit-learn random forest models for season classification and price… |
| collective-exploration | Welcome to collective-exploration ! |
| compamy-house-csv | Companies House Advanced Search with Director Export |
| Complex-Network-Theory | LaTeX sources for complex networks and graph theory coursework: problem sheets, exam-style questions, and worked solutions. |
| Copilot-Travel-Engine | Experimental Python project that uses LangChain and LangGraph to generate Python code from a natural-language requirement, synthesize small test cases, run them, and optionally refine the code when execution fails. |
| Decentralized-Voting-System | This project is a decentralized application (DApp) that manages a voting process where blockchain addresses represent voters. The application includes a smart contract written in Solidity and a frontend built with… |
| deepfake-detector | Python computer-vision package for synthetic and manipulated image/video detection using PyTorch. Modular src/ layout separates model backbones, data pipelines, training logic, and a dfd CLI entrypoint. |
| discord-ticket-bot | Python discord.py bots focused on ticket channels (sport-interest flow, private tickets, close workflow), plus optional welcome helpers in other scripts. |
| distributed-server-python | A small Flask demo where a main server accepts LLM-style requests and forwards them to child workers. The main server only sends work to a child that reports itself as idle via a health-style endpoint. |
| Document-Image-Classification---Multiclass-classifier | Content-based analysis of document images has a number of applications. The economic feasibility of creating a large database of document images has left a tremendous need for robust ways to access the information.… |
| dulcinea-admin | Dulcinea Admin — CSS: utilities, experiments, and small production-minded projects. |
| E-commerce-Returns-Prediction-Challenge | Senior data scientist code challenge: predict which e-commerce orders are likely to be returned so the business can target interventions and reduce return costs. |
| Exponential-Grid-Navigation-System | Navigation on a 2D integer grid using only power-of-2 vertical lines, horizontal lines, and slope ±1 diagonals with intercepts derived from powers of two. The implementation is in C# (GridNav.cs) and targets .NET 8. |
| FE-ebay-api-cron | A proof-of-concept application that monitors eBay listings and sends email notifications before they end. Built with a simple HTML frontend and Node.js backend. |
| Fetch-Data-Crypto-Exchange | Small data-collection service that polls public HTTP APIs and appends rows to CSV files under a configurable directory. Sources: |
| flight-path-tracker | This microservice API helps track a person's flight path based on a list of flights. The API sorts the flights to find the total flight path starting and ending at the respective airports. |
| Foreign_Body_Detection_Xray_Deep_Learning | In training a classifier, it is useful to include, in the training dataset, augmented and synthetic data where that extra data improves the performance of the classifier on the validation and test sets. |
| Get_Finshi_MTG | Small utilities to resolve Magic: The Gathering card finishes (for example nonfoil, foil, etched, signed) for rows keyed by Card Kingdom product IDs. |
| IamFuture-Dex-Contract | Factory, Router and LP Contract Is based on Uniswap V2 / Pancakeswap V2 Contract, only modified name and some properties like Name of LP-Token |
| IamFuture-Dex-Frontend | This project contains the main features of the iam future application. |
| IamFuture-Dex-SDK | You can refer to the Uniswap SDK documentation uniswap.org. |
| inventory-mobile-app | Mobile inventory app built with React Native 0.73 and TypeScript. It uses Redux Toolkit for state, React Navigation (drawer, stack, tabs), and react-native-vision-camera for scanning. |
| laravel-simpleJobber | Laravel is a web application framework with expressive, elegant syntax. We believe development must be an enjoyable and creative experience to be truly fulfilling. Laravel takes the pain out of development by easing… |
| MERN-artwork | A full-stack web application built with React, TypeScript, Node.js, Express, and MongoDB for showcasing artwork from artists around the world. |
| Meza | This repository models a labyrinth as an undirected graph: rooms are vertices, corridors are zero-cost edges, and numbered doors are edges whose type equals the coin cost to traverse them. Given a fixed coin budget… |
| MQDF-with-MNIST | Experimental notebook that trains a Modified Quadratic Discriminant Function (MQDF) classifier on the MNIST digit dataset. Per-class Gaussian models use regularized covariance matrices (\Sigma_i + h^2 I)… |
| mtg-card-condition-ml | Transfer-learning classifier for Magic: The Gathering (and similar) card condition labels from photos (e.g. card backs). A frozen VGG16 backbone feeds a small dense head; training data is one subdirectory per class… |
| Music-NFT-marketPlace | Monorepo for a music NFT platform: Track Pack and Song ERC-721-style contracts (Chainlink VRF, USDC minting), plus a Django REST API for accounts, Firebase/Firestore, and on-chain helpers. |
| Music-NFT-marketPlace-Frontend | Next.js client for browsing music NFTs, artist profiles, checkout, and wallet flows. It talks to a separate backend API and uses Stripe for payments, Firebase Auth for password reset, and Wagmi with MetaMask on Polygon… |
| Name-Classification | Character-level RNN that predicts the likely language or cultural origin of a personal name (PyTorch, based on the official tutorial). This repository packages training, a small CLI, a REST API that returns the top-N… |
| Neural_ODEs | This repository contains a single Jupyter notebook that studies neural ordinary differential equations (Neural ODEs) in the setting of synthetic image classification. The work builds on ideas from the Neural ODE paper… |
| Nonce-analysis-for-ASIC-fingerprinting | Research codebase for estimating Bitcoin mining hardware mix from block-header nonces (expectation–maximization, gradient boosting, clustering). Layout follows a small data science product structure: versioned raw… |
| Order-validation-shopify-app | This is a template for building a Shopify app using the Remix framework. |
| Packaging-Optimization | This project implements a Greedy Algorithm to solve the 3D package optimization problem. The goal is to efficiently pack items into a container to maximize space utilization. |
| paypal-checkout-react-express | Demo integration: a React checkout page using the PayPal JavaScript SDK and an Express backend that creates and captures orders with the PayPal REST API. |
| pmx-io | Monorepo for PMX protocol applications: smart contracts, subgraphs, web interfaces, and supporting APIs. Each top-level directory is its own project with its own dependencies and scripts; there is no root Node… |
| Polymarket-Sports-Trading-Data-Extraction | Competency task implementation for extracting sports betting trade data from Polymarket on Polygon. |
| Pose-Classification-with-Mediapipe | pose type must be one of subdirectory in fitness_poses_images_in |
| powerball | A sophisticated lottery prediction system that analyzes historical Powerball data to generate intelligent predictions based on statistical patterns and specified rules. |
| presale_PMX | Frontend for the PMX token presale: connect a wallet, view presale stats, and buy tokens through the on-chain presale contract. Built with Next.js and Tailwind CSS, with wallet flows powered by RainbowKit and wagmi. |
| prisma-ui | This repo is a yarn workspace repository that contains all the packages and libraries for the PRISMA clients. |
| Probids | This repository contains the Probids platform monorepo with a Next.js frontend and an Express + MySQL backend. The project standardises all UI components and storage keys with the Probids naming convention and ships… |
| qlora | This repository contains a completed Jupyter notebook that fine-tunes a large language model for instruction following using 4-bit quantization and LoRA (QLoRA), so training fits constrained GPUs (for example a free… |
| Quantum-Fourier-Transform | Experiment: encode a grayscale image as a quantum state (pixel amplitudes, normalized), apply a quantum Fourier transform (QFT), optional phase rotations on each qubit (angle ∝ qubit index), then inverse QFT. The… |
| Qui-Gon_LP | Constraint programming model for scheduling a round-robin podrace tournament with fair track assignment. |
| react-native-cxx-turbo-module-example | This is a new React Native project, bootstrapped using @react-native-community/cli. |
| real-estate-scraping-node | A Node.js script that scrapes land listings from Land.com: it walks paginated search results, opens each listing, and appends structured rows to a CSV file. |
| riskwise | Web app for crypto markets, charts, and wallet analytics—built with React. |
| Robo-Book | Robo-Book is a small full-stack app for inbox uploads, processed receipts, and trips / expenses. The UI is a Next.js 14 app; the API is Django 4 with Django REST Framework. PDFs can be analyzed with LangChain and the… |
| scrap_linkedin_llm | Experiments for turning job-post content (for example LinkedIn-style HTML or markdown exports) into structured fields using LangChain, Chroma for retrieval, and OpenAI models. |
| scryfall-mtgban-pricing | Phoenix app that stores Magic: The Gathering card metadata (from Scryfall) and buylist pricing (from MTGBAN), and exposes them over a GraphQL API. |
| shape_predictor_81_face_landmarks | 81 Facial Landmarks Shape Predictor |
| sierpinski | Recursive drawing of a Sierpinski triangle using Python and Pygame. The program subdivides a triangle by edge midpoints, then repeats the same rule on each of the three corner triangles until the requested degree is… |
| Skin-Cancer-Classification-using-EfficientNet | Transfer-learning experiments for classifying dermoscopic skin lesions with EfficientNet (TensorFlow / Keras). The main work uses the ISIC 2019 challenge data and EfficientNetB4; a second notebook reproduces the… |
| spectrographic | Python utilities to turn WAV audio into spectrogram features for visualization and downstream labeling. The script loads audio, splits it into overlapping windows, applies a Gaussian window and FFT, normalizes the… |
| speedy-pit-stop | Backend API for the Speedy Pit Stop Challenge: user registration, timer-driven score updates, a public leaderboard, and admin authentication. Built with Express, MongoDB (Mongoose), Socket.IO, and Swagger for… |
| stevewoz1234567890 | I design and ship production systems at the intersection of software engineering, machine learning, and MLOps—from data pipelines and model deployment to APIs, automation, and applied research. I work end-to-end with… |
| StyleGAN2 | This is a Github template repo you can use to create your own copy of the forked StyleGAN2 sample from NVLabs. |
| tact-script-in-Ton | This template comes pre-configured to kickstart your new Tact project. It includes the Tact compiler, TypeScript, Jest integrated with tact-emulator, and a sample demonstrating how to run tests. |
| TCGPlayer-Order-Bot | Automation for TCGPlayer ordering workflows (see order_bot.js). |
| tg-investment-platform | Full-stack monorepo for the TG investment product: React client, Express API, MongoDB, Socket.IO, and payment integrations (Stripe, PayPal, CoinPayments). |
| tg-web-a-chrome-extension | This repository bundles static JavaScript artifacts from Telegram Web (version A) together with a Manifest V3 Chrome extension intended for experimentation on web.telegram.org/a. |
| tradingview-order-blocks | TradingView Pine Script v5 indicator and related MT5 reference code for drawing and managing order-block style zones after breaks of structure (BOS). |
| typed-apis | Typed Apis — scripts, prototypes, and reference code from hands-on work. |
| upbots-trading-suite | Monorepo for the UpBots trading and automation product: a Vue 3 web client, a NestJS API, and a Go engine for bots and webhooks. |
| us-population-vehicles-dashboard | Single-page Angular dashboard with Chart.js visualizations, backed by FastAPI that integrates with the Data USA Tesseract API. The UI focuses on U.S. population trends (selected states) and household vehicle… |
| Wine-Name-Match | Match scraped or free-text wine product titles to rows in a standard wine catalog using text similarity. The repo includes sample catalog data and two experimental Python approaches. |
| Wine-Recommendation | CLI tools for wine recommendations from order history. The package combines |
| X-Minter_Bot | TypeScript tooling that reads posts on X (Twitter), derives memecoin-style metadata, can mint new Pump.fun tokens on Solana, and optionally runs a keyword watcher that mints and pings you on Telegram. |