John Aledare
About

A bit about me

John Aledare

Writing code is only a small part of the job, and LLMs can generate it in seconds. What matters is systematic problem solving: break the problem into simple pieces, spot where things might break, and decide what makes the most sense to build.

I care less about flashy syntax and more about building things that work in the real world. My focus is on turning ML research into production-grade systems with robust latency, explicit error paths, and clean user interfaces.

Beyond the Screen

Hardware & Embedded

My foundation in Computer Engineering isn't confined to serverless containers and cloud clusters. I work with physical compute, embedded electronics, and real-time sensory loops.

Autonomous intelligent lawn mower chassis and microcontroller hardware setup

Autonomous intelligent lawn mower thesis — Microcontroller integration & motor drivers

Autonomous Intelligent Lawn Mower (Final-year thesis): Designed an autonomous ground rover integrating ultrasonic ranging, obstacle avoidance routines, motor driver H-bridges, and embedded microcontroller fail-safes.
Embedded Microcontrollers: Circuit design and firmware prototyping on Arduino and Raspberry Pi for sensor telemetry, signal conditioning, and low-power control.
Hardware-Software Interface: Writing low-level C/C++ drivers for actuators, serial communication protocols, and edge compute interfaces.

Experience

Machine Learning Engineer

Queryfier LLC • Remote

Jan 2026 – Present
  • Architect and deploy production NLP and computer vision models with automated data preparation and model evaluation pipelines.
  • Construct low-latency, scalable inference APIs using FastAPI alongside structured Pydantic validation and asynchronous workflows.

ML Engineer & Tutor

Centre for Applied Machine Learning and Data Science • On-site

Mar – Dec 2025
  • Built end-to-end NLP and computer vision pipelines using Scikit-learn and TensorFlow, deploying prototypes via Streamlit and FastAPI.
  • Mentored university interns on Python, statistical modeling, and deep learning engineering fundamentals.

Also

Aether: Free digital skills program for University of Ilorin students covering Python, Data Analysis, Graphic Design, Video Editing, and Microsoft Suite.
Technical Writing: Author at Artificial Intelligence in Plain English, explaining machine learning algorithms and LLM behaviors to broad audiences.
Education: B.Eng. in Computer Engineering, University of Ilorin (Final-year student (2021 – 2026)).

Core stack

PythonPyTorchTensorFlowFastAPIHugging FaceOpenCVDockerAWS

Interested in discussing an engineering role or technical collaboration?

Get in touch