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Eli BansaEB
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Eli Bansa

@elibansa

Machine Learning Edge Engineer at DIPPER Lab building offline edge AI for 100+ local users.

Ghana
Message

At DIPPER Lab, I engineer lightweight PyTorch and C++ inference models for low-memory edge devices and build Python pipelines for time-series data. I also created an integration layer connecting a C++ inference engine to a Flutter frontend, enabling real-time offline use for 100+ local users.

I built SmartNitro, a computer vision project that analyzes multispectral crop and soil imagery to generate fertilizer recommendation heatmaps. At Hoot, I created a Python script for product-image metadata extraction and developed Next.js and TypeScript applications; at easy Go, I refactored MySQL tables and implemented reusable file-upload infrastructure.

Experience

Work history, roles, and key accomplishments

DL
Current

Machine Learning Edge Engineer

DIPPER Lab

Oct 2024 - Present (2 years 1 month)

Engineered and profiled lightweight PyTorch and C++ ML inference models for low-memory edge devices, reducing compute latency and resource consumption. Built automated Python data pipelines and architected an integration layer between C++ inference engine and Flutter mobile frontend.

HO

Software Engineer

Hoot

Dec 2023 - Dec 2025 (2 years)

Created Python automation script to extract metadata from product category imagery, eliminating manual cataloging. Architected Next.js and TypeScript web applications with SSR, achieving 2.5s average page speed index, and managed weekly production commits and code reviews.

EG

Backend Developer

easy Go

Oct 2022 - Dec 2023 (1 year 2 months)

Refactored and normalized relational MySQL database tables, reducing query execution time and page load latency. Implemented modular file upload infrastructure to ensure system fault isolation and component reuse.

Education

Degrees, certifications, and relevant coursework

Kwame Nkrumah University of Science and Technology logoKT

Kwame Nkrumah University of Science and Technology

Master of Philosophy, Computer Engineering

2026 -

Grade: 4.00/4.00

Pursuing a Master of Philosophy in Computer Engineering with a perfect GPA of 4.00/4.00.

Kwame Nkrumah University of Science and Technology logoKT

Kwame Nkrumah University of Science and Technology

Bachelor of Science, Computer Engineering

2021 - 2024

Grade: 3.91/4.00

Bachelor of Science in Computer Engineering with a GPA of 3.91/4.00.

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