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Maphuti-Shilabje/README.md

Hi, I'm Maphuti 👋

I build robust, scalable software and intelligent systems — from low-level C++ performance optimization to multi-agent AI orchestration platforms.


What I work with:

  • Languages: Python, Java, C++, TypeScript, JavaScript, SQL, Kotlin
  • AI/ML: Multi-Agent Orchestration, LLM Integration (Claude, OpenAI), Vector Databases (pgvector), Reinforcement Learning, ONNX Embeddings
  • Backend: FastAPI, Node.js, Celery, Redis Streams, WebSockets, REST APIs
  • Frontend: Next.js, React, Tailwind CSS, DuckDB-Wasm
  • Mobile: Android, Kotlin, Jetpack Compose, Bluetooth/Wi-Fi Direct, P2P Mesh
  • Infra: Docker, PostgreSQL, Linux VPS, Grafana, OpenTelemetry, Caddy

Highlighted Projects:

  • Amber — Personal memory vault with hybrid search (BM25 + vector embeddings via Reciprocal Rank Fusion), CLI, web omnibox, and browser extension.
  • Job Harness — Agentic job-application pipeline sourcing from 5 ATS APIs, LLM-scored fit ranking, tailored resumes, and human-in-the-loop browser automation.
  • Aegis — Multi-agent automation platform with Celery, Redis Streams, OpenTelemetry, and HITL policy engines.
  • Zik — Offline-first, zero-ads, open-source Android music player. Kotlin, Compose, Media3, gapless playback, folder browsing, parametric EQ.
  • Nexa — P2P offline-first messaging with DTN routing, Bluetooth/Wi-Fi Direct mesh, and Jetpack Compose UI. UCT Capstone project.
  • FRETAK Protocol — 9-container microservice fleet with AI translation (Meta NLLB) on bare-metal Linux VPS.
  • SmartDocs — Multi-format RAG pipeline with hybrid semantic/keyword search and citation-backed responses.
  • AgentSwarm — Multi-agent orchestration framework with specialized agents and Redis Streams messaging.
  • Posthoc Terminal — In-browser analytical environment querying millions of records at 60 FPS via DuckDB-Wasm.

Awards:

  • 1st Place — Entelect University Cup II (2025)
  • 2nd Place — Predictive Insights Hackathon (2025)

Currently seeking: Remote AI Automation / Agentic Python / Software Engineering roles — flexible schedules preferred.

Reach me: LinkedIn · GitHub

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  1. amber amber Public

    Personal local-first memory vault, command preservation, and knowledge retrieval hub

    Python 3

  2. posthoc-terminal posthoc-terminal Public

    Posthoc Terminal is bult to fill the gap between raw backtest data and forensic insight. It is a high-performance, institutional-grade research environment designed for the rigorous audit of quanti…

    TypeScript

  3. auto-flow auto-flow Public

    Reusable n8n workflow templates for AI-powered automation. Each template is a valid, importable JSON file with proper node connections and API integrations.

    Python

  4. Reinforcement-Learning-Agent Reinforcement-Learning-Agent Public

    Implementation of a Q-learning agent in Python to solve a series of increasingly complex package-collection tasks in the "Four-Rooms" grid-world environment. This project focuses on the core princi…

    Python

  5. Fashion-MNIST-Classifier Fashion-MNIST-Classifier Public

    A feedforward Artificial Neural Network (ANN) built in Python using PyTorch to classify clothing items from the FashionMNIST dataset. The project covers the end-to-end machine learning workflow, in…

    Python

  6. verilookie verilookie Public

    Verilookie: Deepfake and AI-Generated Media Detector Verilookie is a web-based application designed to detect deepfakes and AI-generated images and videos. It provides users with a tool to analyze …

    Python