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M-Nkirote/README.md

${\textsf{\color{#FFC0CB}🤗 About Me:}}$

☺️ Hey, I'm Fridah — Data Scientist → AI/ML Engineer (in progress)

I like to build things that help people make better decisions - and I’ve spent the last 3+ years in the edtech space contributing to systems that help solve student painpoints in their dream university & course choices.

I’m currently rebuilding myself from the ground up: sharpening my engineering fundamentals, going deeper into AI/ML systems, and pushing myself to ship cleaner, more meaningful work - publicly, consistently, and end-to-end.
# Levelling up with intention 😌.

${\textsf{\color{#FFC0CB}🌱 What I’m doing right now}}$

  • Building full end-to-end projects: data → model → API → UI → deployment → monitoring.
  • Documenting the process openly (wins, mistakes, lessons).
  • Preparing for roles in AI Engineering, ML Engineering, MLOps, and full-stack ML product work.

${\textsf{\color{#FFC0CB}🌐 Socials:}}$

LinkedIn

${\textsf{\color{#FFC0CB}💻 Tech Stack:}}$

Python FastAPI Flask Apache Airflow Gunicorn NumPy Pandas Git Sentry

${\textsf{\color{#FFC0CB}📊 GitHub Stats:}}$



${\textsf{\color{#FFC0CB}✍️ Random Dev Quote}}$

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  1. Simple-Text-to-SQL-Solution Simple-Text-to-SQL-Solution Public

    A simple Text-to-SQL flow using Ollama.

    Python 2

  2. Meteorite-Exploration-PowerBI-Beginner-Dashboard Meteorite-Exploration-PowerBI-Beginner-Dashboard Public

    A Power BI analytics dashboard exploring global meteorite landings. Includes data cleaning scripts, exploratory analysis, and an interactive .pbix report with insights on mass, type, discovery clas…

    Jupyter Notebook 1

  3. PyClopedia PyClopedia Public

    Your Friendly Python Learning Encyclopedia 🌸🐍

    Jupyter Notebook

  4. Student-Academic-Stress-Analysis Student-Academic-Stress-Analysis Public

    Academic stress significantly impacts students’ mental health and performance. This analysis on a real-world dataset to identify key stress factors, explore their links to student well-being, and p…

    Jupyter Notebook

  5. Student-Chat-Python-websocket-client Student-Chat-Python-websocket-client Public

    A lightweight FastAPI client that showcases real‑time communication over WebSockets using python‑socketio. It connects to any compatible Socket.IO server, exposes async event handlers, and offers a…

    Python

  6. Student-Chat-Python-websocket-server Student-Chat-Python-websocket-server Public

    A FastAPI-based WebSocket server implemented with python-socketio. This server handles real-time bidirectional communication with connected clients, supporting custom event handling, broadcasting, …

    Python