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AI & Tech

· AI training

evaluation

prompt engineering

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Freelancer Overview

PETER UZOCHUKWU OGUANYIA +2348102327192, [email protected], ] | [Warri, Delta State Nigeria. Professional Summary Computational biologist with 3+ years of research and teaching experience. Skilled in designing biophysically realistic simulations that require specialized solvers , not generic data manipulation. Proficient in Python and NEURON (also familiar with Brian2), with a strong record of building, validating, and tuning ODE/PDE‑based neural and systems biology models. Experienced in crafting problems that are verified by code, can only be solved with a dedicated tool, and demand non‑trivial reasoning. Ready to calibrate problem difficulty iteratively against AI model performance, targeting a tight pass‑rate window. English C1+. Skills · Anchor Tools & Specialized Solvers: NEURON (primary), Brian2, NEST (working knowledge); quick to adopt new scriptable packages like OpenSim, AMICI, or MNE‑Python as needed. · Python Reference Solutions: NumPy, SciPy, Matplotlib, NEURON’s Python interface; writing clean, self‑contained scripts with defined tolerances and programmatic answer checks. · Biophysical Modeling: Hodgkin‑Huxley ion channels, multicompartment neurons, synaptic plasticity, ODE/SDE/PDE systems; parameter tuning and convergence testing. · Problem Design & Calibration: Crafting computationally intensive tasks that hinge on a specialized solver; adjusting stimulation protocols, channel kinetics, and solver settings to tune difficulty against frontier AI mod

Labeling Experience

Yes i have a data labeling and Ai expert

VideoObject Detection

Yes i have a data labeling and Ai expet

2015 - 2025

Education

Work History