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Morenikeji Kolade

@morenikejikolade

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Research-focused ML engineer building end-to-end data-driven sensing, modelling, and adaptive decision logic.

Nigeria

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What I'm looking for

I’m looking to apply Python/ML to real-world sensing and adaptive control, working in a fast-prototyping, open-source culture where I can iterate quickly from experiments to working systems and measurable performance improvements.

I’m a research-oriented engineer who builds data-driven systems end to end—from sensing and instrumentation to Python modelling and adaptive decision logic. I work comfortably across machine learning, control theory, and embedded systems, iterating quickly from idea to working prototype in research settings.

In my roles at Bowen University, I processed and modelled 10,000+ real-time environmental sensor observations, built multi-domain cyber-physical systems, and improved stability and resource efficiency through signal calibration, sensor fusion, and parameter optimisation. I’m eager to apply my Python/ML and fast-prototyping, open-source mindset to AI-infrastructure and applied ML work.

Experience

Work history, roles, and key accomplishments

Technologist

Autotronics & Engineering Labs

Dec 2023 - Oct 2024 (10 months)

Designed and validated 15+ real-time experimentation platforms for dynamic-systems analysis and instrumentation validation, improving organization and reproducibility. Standardized instrumentation frameworks that improved experimental repeatability for 100+ engineering students annually.

Instrument Validation Data Acquisition Data Analysis Data Visualization

Research Assistant

Bowen University

Jan 2023 - Jan 2024 (1 year)

Processed and modelled 10,000+ real-time environmental sensor observations to characterize system behaviour and optimize performance. Built a multi-domain cyber-physical system (hydroponics, aquaculture, automated fertigation) using coordinated sensing and adaptive control logic.

Sensor Fusion Python NumPy Pandas Time Series Analysis Experimental Design Cyber Physical Systems System Identification

Operations Engineering Intern

Diamond FM

Aug 2021 - Jan 2022 (5 months)

Maintained 100% broadcast uptime using proactive signal diagnostics and real-time fault mitigation. Reduced transmission-degradation events by 25% through continuous monitoring on RF signal chains.

Monitoring Troubleshooting Uptime Optimization RF Signal Chains

Engineering Intern

Digitouch Electronics

Jun 2020 - Aug 2020 (2 months)

Cut recurring circuit-level faults by 20% through targeted debugging, redesign, and optimization. Supported circuit debugging and validation workflows to improve reliability of electronics.

Circuit Redesign Test & Validation Root Cause Analysis Reliability

Education

Degrees, certifications, and relevant coursework

University of Ibadan

Master of Science, Instrumentation & Control

2024 -

Activities and societies: Nonlinear systems, multivariable predictive control, state-space modelling, and digital control.

Pursuing an M.Sc. in Instrumentation & Control with a quantitative focus on nonlinear systems, multivariable predictive control, and state-space/digital control.

University of Ibadan

Bachelor of Science, Electrical and Electronic Engineering

2017 - 2023

Earned a B.Sc. in Electrical and Electronic Engineering; completed a thesis on designing a remotely accessible experimental platform for real-time solar monitoring and control under variable operating conditions.